PreVetted Podcast

Ricky Sun is Founder and CEO of Ultipa, the real-time graph database he calls the world's fastest, and CTO of Aichax. In this PreVetted Podcast episode, Ricky Sun explains how a real-time graph database and explainable, white-box AI keep connected data queryable in real time and stop hallucination before enterprise AI ever reaches production.Ricky's career runs through Yahoo, Microsoft, and Dell EMC before he set out to build companies of his own. At Ultipa he built a real-time graph database designed to traverse deeply connected data in microseconds, now used across finance, fraud detection, risk, and compliance. In this conversation he breaks down what a graph database is, why it answers questions a relational database cannot, and what it actually takes to make deep graph traversal fast at scale.We dig into where a real-time graph database sits alongside the vector databases and embeddings most teams reach for first, and why Ricky prefers the phrase graph augmented intelligence to plain artificial intelligence. He makes the case for explainability and white-box AI: why today's models are so hard to reason about, and how a graph turns a black box into something you can inspect, audit, and trust.From there we get into Aichax and its blunt promise that hallucination ends here, the season-long question of why roughly 95% of enterprise AI pilots never reach production, and how graph and explainability change that math. Ricky also talks standards, from the Linked Data Benchmark Council to the ISO GQL graph query language, and shares what he has learned building deep-tech engineering teams across the US and China over two decades.About Ricky Sun:- https://www.linkedin.com/in/rickysun/- https://www.ultipa.com- https://aichax.aiAbout Federico RamalloFounder of Density Labs, the AI Engineering Partner for the mid-market, helping US companies ship AI to production, backed by a decade of shipping software with distributed engineering teams. Author of The Invisible Distance, the operating system for engineering leaders running teams across borders. Host of The PreVetted Podcast: 150+ conversations with VPs of Engineering, CTOs, and operators on what actually works.- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcastTIMESTAMPS:0:00 Introduction2:30 From Yahoo, Microsoft, and Dell EMC to founding Ultipa7:00 What a real-time graph database actually does13:00 Real-time graph database vs vector databases for AI19:00 Explainable white-box AI and graph augmented intelligence26:00 Ending hallucination: inside Aichax33:00 Why enterprise AI pilots die before production40:00 Graph analytics for fraud, risk, and compliance in finance46:00 Standards, ISO GQL, and the Linked Data Benchmark Council52:00 Advice for CTOs adopting graph and explainable AI#GraphDatabase #ExplainableAI #AIinProduction

Tom Trill is the CEO of Qualinx, a Dutch deep-tech semiconductor company bringing radio frequency into the digital domain. In this PreVetted Podcast episode, Tom and Federico Ramallo get into what it takes to build a venture-stage hard-tech company: the culture that makes people relocate across the world to join a startup in Delft, how AI is changing engineering craft and human judgment, and the deceptively hard question of what "good enough" really means.Tom brings more than 25 years of semiconductor experience, with senior roles across Samsung, Cypress, and Freescale, a stint as co-founder of an AI vision startup, and now the CEO seat at Qualinx. He explains the company's core invention, digital RF, which brings RF back in line with Moore's Law: a reconfigurable receiver chip covering roughly 20 MHz to 8 GHz at an order-of-magnitude lower power, aimed at GNSS, positioning, and the connected edge. The mission is ubiquitous connectivity, so small and cheap it fades into the background like running water.They also dig into the human side of deep tech: building a company of 70+ people across two dozen nationalities, why values need constant reinforcement through rapid growth, why long-tenured subject-matter experts still beat AI on the hardest problems, and how AI agents can reduce the noise for engineers without removing human accountability.About Tom Trill- 💼 https://www.linkedin.com/in/tomtrill/- 🌐 https://www.qualinx.ioAbout Federico RamalloFounder of Density Labs, the AI Engineering Partner for the mid-market, helping US companies ship AI to production, backed by a decade of shipping software with distributed engineering teams. Author of The Invisible Distance, the operating system for engineering leaders running teams across borders. Host of The PreVetted Podcast: 150+ conversations with VPs of Engineering, CTOs, and operators on what actually works.- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcastTIMESTAMPS:0:00 Introduction to Tom Trill and Qualinx1:38 Building a culture people choose to join10:04 AI, engineering craft, and human judgment19:22 Defining what is good enough27:02 Digital RF and ubiquitous connectivity34:10 Closing reflections on culture and craft#DeepTech #Semiconductors #DigitalRF

Justin Marcucci is President of Apexon, a digital engineering services firm backed by Goldman Sachs and Everstone Capital, where he leads the global commercial organization. In this PreVetted Podcast episode, Justin Marcucci traces a rare path through digital engineering, founder, design-led operator, and executive at scale, and what it actually takes to build and lead teams that own outcomes.Justin started and ran Nickelfish, an interactive design agency, for thirteen years before Endava acquired it and he stayed on as Chief Digital Officer for nearly a decade, running North American and global industry P&Ls through Endava's global expansion and its 2018 NYSE IPO. He unpacks the inflection points that reshaped Nickelfish, what selling the company taught him about his own business, and what made a long post-acquisition integration actually work.Now at Apexon, an AI-first technology services firm, with over 5,000 employees across the USA, UK, India and Mexico, Justin talks through his first ninety days in the President seat, and how a company built out of four merged startups keeps design and user thinking at the center of an industry that has become AI- and engineering-led. He details Apexon's new AI Center of Excellence, its focus on enterprise and agentic AI architectures, and how AI is changing both client delivery and how he runs the commercial org.The conversation gets specific on the operator's craft: scaling teams in a consulting-led services business, hiring senior leaders who own outcomes instead of just executing, and how PE-backed growth differs from running a digital business inside a public company. Justin closes with what he'd tell someone earlier in their career trying to build something durable in digital.About Justin Marcucci:- https://www.linkedin.com/in/justin-marcucci-1a6ab533/- https://www.apexon.comAbout Federico RamalloFounder of Density Labs, the AI Engineering Partner for the mid-market, helping US companies ship AI to production, backed by a decade of shipping software with distributed engineering teams. Author of The Invisible Distance, the operating system for engineering leaders running teams across borders. Host of The PreVetted Podcast: 150+ conversations with VPs of Engineering, CTOs, and operators on what actually works.- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcastTIMESTAMPS:0:00 Introduction2:30 What the President of Apexon actually does6:15 Starting Nickelfish and thirteen years running it12:40 Selling Nickelfish to Endava: the lessons18:05 Chief Digital Officer through Endava's IPO24:30 Moving to the Apexon President seat29:50 First ninety days and what surprised him34:20 Keeping design and UX central in an AI-led industry39:10 Scaling teams in a consulting-led services business43:35 Hiring senior leaders who own outcomes47:50 Using AI across delivery and the commercial org52:15 PE-backed growth vs running inside a public company55:40 Building a durable career in digital#DigitalEngineering #TechLeadership #ScalingTeams

Nirmal Jingar is a Senior Technology Leader specializing in artificial intelligence, enterprise platforms, and large-scale supply chain systems. He leads engineering organizations responsible for AI-driven decision platforms supporting one of the world's largest e-commerce supply chains, and has delivered hundreds of millions of dollars in cumulative business impact through AI, optimization, and platform modernization initiatives. In this PreVetted Podcast episode, Nirmal breaks down what it actually takes to ship enterprise AI to production: designing supply chain systems for enterprise scale from day one, and building the ownership culture and guardrails that keep AI reliable in live, high-volume operations.Federico Ramallo and Nirmal dig into why forecasting against real order volume is the hard problem behind supply chain scale. When a Black Friday spike jumps from a planned 10,000 orders per minute to 50,000, everything downstream (inventory, warehouse staffing, carriers like FedEx and USPS) has to move. His advice to engineers: architect for 10x to 100x load from the start instead of optimizing a prototype.They get concrete on how AI is changing enterprise software development: AI now generates the majority of first-draft code across many engineering teams, fundamentally shifting the role of software engineers toward system design, review, governance, and decision making, and a review playbook Nirmal generated by having AI scan three years of pull-request comments across a team's repositories. He explains why AI-ready PRDs and tech specs, a deep wiki of architecture and history, and clear system and domain boundaries are what let large enterprises, not just greenfield startups, get real value from agentic coding.The conversation also covers leading distributed engineering teams across time zones (async-first communication, decision logs, extreme ownership), the enduring value of long-tenured subject-matter experts that AI cannot replace, and Nirmal's patented agent-based system for supply chain incident detection and root cause analysis. His throughline: AI agents should reduce the noise for humans, not remove human accountability.About Nirmal JingarSr. Technology Leader in Artificial Intelligence, Enterprise Platforms, and Supply Chain Systems.- 💼 https://www.linkedin.com/in/nirmaljingar/- 🎤 TEDx: https://www.youtube.com/watch?v=pxUChqiyp2YAbout Federico RamalloFounder of Density Labs, the AI Engineering Partner for the mid-market, helping US companies ship AI to production, backed by a decade of shipping software with distributed engineering teams. Author of The Invisible Distance, the operating system for engineering leaders running teams across borders. Host of The PreVetted Podcast: 150+ conversations with VPs of Engineering, CTOs, and operators on what actually works.- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcastTIMESTAMPS:0:00 Introduction: shipping enterprise AI to production2:50 The complexity of supply chain systems at scale5:37 Where AI helps most in supply chain optimization8:09 Human expertise vs. AI in engineering judgment10:50 Designing supply chain systems for enterprise scale13:34 Building a culture of ownership and accountability16:05 Proactive communication in distributed teams19:03 The human side of technology and team dynamics21:35 Collaborating across time zones with async-first practices23:51 Staying technically deep as an executive leader27:24 How AI changed enterprise software development33:55 AI-ready PRDs, tech specs, and a deep wiki for context42:55 The future of engineering in an AI-driven world45:33 Patented AI agents for supply chain incident detection#EnterpriseAI #SupplyChainAI #EngineeringLeadership

Jonathan Myron is VP of Engineering at Healthie and an engineering leader with more than 25 years of experience building and scaling teams across healthtech, ad-tech, mobile, and SaaS. In this PreVetted Podcast episode, Jonathan and Federico Ramallo trace his path from one of the first two employees at ReachLocal, where he co-developed the core product and earned a patent as a named inventor, to growing SimplePractice's engineering team from 10 to over 100 people.They dig into what actually breaks when a team scales that fast, and what Jonathan did differently to keep attrition low and eNPS high through the growth. SimplePractice went from roughly $20M to nearly $200M in revenue and from 20,000 to almost 200,000 customers while he led engineering, and he shares what that kind of run feels like from the inside.The conversation covers the difference between being a CTO at a startup and an SVP at a scaling company, moving teams from outsourced to in-house, and leading distributed and offshore teams, including years working with a team in Mexico. Jonathan also talks about how a Political Science degree turned into a self-made technical leadership career, how he coaches strong engineers into leadership, how he keeps globally distributed teams aligned across time zones, and how he uses AI in engineering work today.About Jonathan Myron- 💼 https://www.linkedin.com/in/jonathanmyron/About Federico RamalloFounder of Density Labs, the AI Engineering Partner for the mid-market, helping US companies ship AI to production, backed by a decade of shipping software with distributed engineering teams. Author of The Invisible Distance, the operating system for engineering leaders running teams across borders. Host of The PreVetted Podcast: 150+ conversations with VPs of Engineering, CTOs, and operators on what actually works.- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎤 PreVetted Podcast- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcast#EngineeringLeadership #ScalingTeams #EngineeringManagement

Aligning your home with your life is the difference between a house that quietly drags you down and one that supports who you're becoming. Kim Costa breaks down her eight-dimension Wheel House Method.In this PreVetted Podcast episode, Kim Costa — Top 5% realtor, author of Live in Your Wheel House, and podcast host — shares how she went from two decades as a CFO and controller to building a movement around home-and-life alignment. We get specific on the eight dimensions of life, decluttering with purpose, multi-generational living, and designing a space that reflects your next chapter instead of your past.TIMESTAMPS:0:00 Introduction to Kim Costa and her journey2:38 The Wheel House Method: aligning life and home5:32 The eight dimensions of life8:16 Multi-generational living: solutions and challenges10:57 Navigating family dynamics in shared spaces13:48 Personal transformation and life changes16:28 The importance of romance and connection19:13 Creating a supportive home environment24:08 Gender roles and household dynamics27:32 Understanding personal strengths and weaknesses30:10 Navigating dietary differences in relationships33:59 The importance of environment in relationships35:20 A holistic approach to life and relationships42:15 Finding purpose and alignment in lifeRESOURCES MENTIONED:- Kim Costa: https://www.linkedin.com/in/kimecosta- Density Labs: https://densitylabs.ioCONNECT:- Website: https://prevetted.fm- LinkedIn: https://www.linkedin.com/in/framallo/ABOUT THIS CHANNEL:PreVetted Podcast spotlights founders and operators sharing the specific, in-the-trenches lessons behind building companies and lives that fit them. New interviews every week. Powered by Density Labs.#LifeAlignment #IntentionalLiving #NextChapter

JJ Friedman is the Director of Product Engineering at PLACE (formerly Remine), and this conversation is a clinic on engineering leadership in the AI era. In this PreVetted Podcast episode, JJ and Federico Ramallo dig into what actually moves a team forward: judgment over syntax, trust over control, and treating embedded engineers as long-tenure teammates rather than disposable project labor.JJ took an unusual route into engineering leadership. He studied philosophy and economics at Occidental College, played college basketball, then sold luxury real estate in Beverly Hills before open-source work pulled him into software. After a bootcamp he joined Remine, climbing from senior engineer to tech lead to director over nearly five years, through the company's acquisition by PLACE. Along the way he co-built Shipm8, a Kubernetes health-monitoring developer tool.He gets specific about what each transition required. As tech lead he took over a struggling two-year single sign-on and MLS dashboard project and shipped it live in four months by keeping the IDP foundation and restarting the product layer. He frames the real job of an engineering manager as translating between business and technical stakeholders, humbling your own ideas, and removing friction so the team can deliver.On AI, JJ and Federico land in the same place: craftsmanship is never replaced, and AI augments a strong team rather than replacing one. They talk through why the best engineers think through problems before writing code, why you should hand AI the tests, docs, and merge requests instead of the core build, and Federico's "AI arbitrage vs labor arbitrage" thesis, where a long-tenure team that holds business context is what makes agents productive.The back half is about people. JJ shares his third philosophy of contracting, hiring embedded talent you treat as full-time, which is how Density Labs engineers became tech leads and go-to front-end and mobile developers on his team. They cover mentoring junior engineers, building trust ("trust but verify," and a "do not assume" agent prompt), and what more leaders should understand about running cross-border engineering teams.About JJ Friedman:- https://www.linkedin.com/in/jj-friedman/- https://remine.comAbout Federico RamalloFounder of Density Labs, the AI Engineering Partner for the mid-market, helping US companies ship AI to production, backed by a decade of shipping software with distributed engineering teams. Author of The Invisible Distance, the operating system for engineering leaders running teams across borders. Host of The PreVetted Podcast: 150+ conversations with VPs of Engineering, CTOs, and operators on what actually works.- LinkedIn: https://www.linkedin.com/in/framallo/- Website: https://densitylabs.io- PreVetted: https://prevetted.aiPreVetted Podcast- Podcast: https://prevetted.ai/podcast- X: https://x.com/PrevettedPod- LinkedIn: https://www.linkedin.com/company/prevetted-podcastTIMESTAMPS:00:00 Introduction to JJ Friedman and Remine02:35 Journey from Sports to Engineering05:11 The Open Source Experience07:46 Understanding the Engineering Mindset10:27 Craftsmanship vs. AI in Engineering12:59 Career Progression at Remine14:04 The Role of Management in Engineering16:01 Building Trust and Communication18:51 Navigating Business and Technical Needs21:34 The Importance of Asking Questions27:36 The Evolution of Collaboration with Density Labs28:21 Philosophies Behind Contracting and Talent Acquisition33:24 Building a Symbiotic Relationship with Contractors34:24 Contributions of Density Labs Engineers39:09 The Importance of Mentorship and Growth in Engineering43:25 Understanding Cross-Border Engineering Teams47:18 AI and Labor: A New Paradigm54:03 Final Thoughts and Advice for Engineering Leaders#EngineeringLeadership #AIAugmentation #EmbeddedTeams #TechLeadership #CrossBorderTeams

Kasper Timm Hansen is an independent Rails consultant and member-owner of the Spinel co-op, and six years on the Rails Core team taught him that open source is not about getting your code merged. It's about the right code at the right time, and what you learn on the way there. In this PreVetted Podcast episode, Kasper traces the path from a 2013 Google Summer of Code project to committer to Rails Core, and what he tells engineers who find contributing to open source too intimidating to start.Kasper gets concrete on the engineering-efficiency work he does now. He explains why slow test suites are the tax most growing Ruby on Rails apps quietly pay, how associated objects pull behavior out of God objects to keep domain models clean, and why he seeds test and development data from the same recipes, using his Oaken library, so you debug the story you already know.He also walks through "riffing," his scratch-file design method for exploring a problem before generating a single line of code, and rv, the Ruby version manager he built inspired by Python's uv that installs Ruby in about a second. The conversation closes on Rails 8 and what's next for Ruby.About Kasper Timm Hansen:- https://kaspth.com- https://spinel.coopAbout Federico RamalloFounder of Density Labs, the AI Engineering Partner for the mid-market, helping US companies ship AI to production, backed by a decade of shipping software with distributed engineering teams. Author of The Invisible Distance, the operating system for engineering leaders running teams across borders. Host of The PreVetted Podcast: 150+ conversations with VPs of Engineering, CTOs, and operators on what actually works.- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcastTIMESTAMPS:0:00 Introduction to Kasper and his work5:12 Why a co-op, and what changes when everyone is an owner12:53 The road to the Rails Core team18:18 Advice for new open source contributors21:56 Where Rails teams actually get stuck24:47 Domain modeling and associated objects27:35 Fixtures, factories, and Oaken32:55 Rails 8 and what is next for Ruby33:36 Riffing: designing before you generate43:02 rv: installing Ruby in a second#RubyOnRails #OpenSource #SoftwareEngineering

Engineering leadership quietly breaks the day you stop touching the code. Vasu Raj Jain leads at Amazon Ads without ever leaving the codebase, and in this PreVetted Podcast episode he and Federico Ramallo turn that habit into a full playbook for staying technical, building trust, and putting AI agents in their place.Vasu is a Senior Software Engineer and Engineering Lead at Amazon Ads, where he owns the architecture for ad-serving infrastructure that handles 50M+ requests per second across Prime Video, live sports, shopping, and audio. He directly leads 30 engineers and influences 150+ across the org. He walks through the balancing act at the core of ad tech: advertiser reach, publisher trust, and customer privacy all have to stay in harmony, or the deal falls apart.His path into engineering was almost accidental. A childhood dream of becoming a pilot ended when he failed the National Defense Academy physical over his eyesight; a month of chemical engineering followed before he switched to computer science, co-founded a hyper-local street-food app, and moved from India to the University of Florida on a student exchange, where a theoretical mindset gave way to a builder's one.The heart of the conversation is how he leads without losing the code. Vasu splits a two-week sprint roughly into writing code himself, designing systems, and mentoring, and he deliberately asks his own team to assign him sprint tasks so he understands their execution layer and earns their trust by leading from example.On AI, Vasu and Federico agree hard: agentic AI is a tool, not a replacement for junior engineers. Agents run on your identity and your credentials, so when something breaks the accountability lands on the human who spun them up, never on the agent. Junior engineers bring context, judgment, and a human touch that a tool cannot. They also dig into Federico's thesis that long-tenure teams who hold the business context are what steer agents well, plus his own rule of never letting an agent commit its own code.About Vasu Raj Jain:- https://www.linkedin.com/in/vasujain00/About Federico RamalloFounder of Density Labs, the AI Engineering Partner for the mid-market, helping US companies ship AI to production, backed by a decade of shipping software with distributed engineering teams. Author of The Invisible Distance, the operating system for engineering leaders running teams across borders. Host of The PreVetted Podcast: 150+ conversations with VPs of Engineering, CTOs, and operators on what actually works.- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcastTIMESTAMPS:0:00 Serving ads across Amazon at scale3:40 Relevant ads vs customer privacy5:18 Balancing advertisers, publishers, and customers7:37 The pilot dream and the exam that changed everything8:57 Resilience and adaptability12:35 Switching from chemical engineering to CS16:35 From India to the US on a student exchange19:20 Theoretical vs practical: the mindset shift26:51 From individual contributor to engineering lead27:11 Splitting the sprint: code, design, mentor36:22 Handling interruptions with agentic AI40:39 Why agents help humans instead of replacing them41:42 Managing agents vs mentoring junior engineers46:29 Agents are tools; accountability stays human50:16 Advice: never lose touch with the code53:58 Advice for moving from India to the US#EngineeringLeadership #AIAgents #StayingTechnical #TechLeadership #AdTech

Mike Hess is the Founder and Executive Director of the Blind Institute of Technology (BIT), and his core message is simple: technology is the greatest equalizer for people with disabilities. In this PreVetted Podcast episode, Mike and Federico Ramallo dig into digital accessibility, WCAG, and workforce development, and why accessibility is also a real business advantage.BIT is a pan-disability workforce development organization. Its fully virtual, instructor-led Academy levels people up in digital accessibility and Salesforce certifications toward gainful employment, and 100% of BIT's instructors identify with a disability.Mike came up through a deep telecom and engineering career (Qwest, Level 3 Communications, switch engineering, COBOL) after entering tech through an IBM-funded program at the Community College of Denver as the Y2K boom took off. He was appointed by the Governor of Colorado to the Workforce Development Council and recognized with the Dr. Martin Luther King Jr. Business Award.Mike explains why he calls technology an equalizer: Apple and Steve Jobs building screen-reader access into the first iPhone, Uber making independent ride-hailing possible for a blind traveler, and the RSA security tokens he could hear instead of see. He breaks down WCAG as a shared translation layer between assistive-technology users and developers, how modern JavaScript frameworks discard native HTML accessibility, and why Salesforce stands alone as the most accessible business enterprise application for B2B workforce development.They also get into the harder problem of perception. Drawing on Daniel Kahneman's concept of loss aversion, Mike describes the "squishy feeling" that keeps well-meaning people from hiring people with disabilities, and the five words that dissolve it: "How can I help you?" They cover the curb-cut effect, how closed captions and text-to-voice built for the disability community now serve everyone, and the roughly 1.3 billion people worldwide (north of $10 trillion in disposable income) that businesses overlook. Mike's closing advice to hiring managers: accessibility is not difficult, it is intentional.About Mike Hess:https://www.linkedin.com/in/michael-hess-9a4a826/https://blindit.orgAbout Federico RamalloFounder of Density Labs, the AI Engineering Partner for the mid-market, helping US companies ship AI to production, backed by a decade of shipping software with distributed engineering teams. Author of The Invisible Distance, the operating system for engineering leaders running teams across borders. Host of The PreVetted Podcast: 150+ conversations with VPs of Engineering, CTOs, and operators on what actually works.https://www.linkedin.com/in/framallo/https://densitylabs.iohttps://prevetted.aiPreVetted Podcasthttps://prevetted.ai/podcasthttps://x.com/PrevettedPodhttps://www.linkedin.com/company/prevetted-podcastTIMESTAMPS:0:00 Introduction to the Blind Institute of Technology1:13 Expanding Workforce Development for All Disabilities3:27 The Impact of the ADA and Early Career Experiences7:47 Resilience Through Economic Challenges11:19 Building Resilience in the Disability Community15:55 Creating Allies in the Disability Community19:23 The Role of Technology as an Equalizer22:39 Empowering Independence Through Accessible Technology24:45 Understanding WCAG and Its Importance26:43 Breaking Down Perceptions Around Disabilities30:59 The Value of Accommodations for All33:32 BIT's Dual Role in Workforce Development36:22 Advice for Hiring Managers on Accessibility

Ashwin Gopinath is the Co-Founder and CEO of Sentra, where he is building organizational memory for what he calls Enterprise General Intelligence (EGI). His thesis is that AGI will be commoditized, and the real differentiator will be how well a team retains and compounds its own knowledge, since every re-litigated decision is a memory failure. Before Sentra, Ashwin was an Assistant Professor at MIT, a research scientist at Caltech and Google X, and co-founded Palamedrix, a proteomics company acquired by Somalogic for $52.5M in under two years.What we covered:What Enterprise General Intelligence means, and why Ashwin believes every re-litigated decision inside a company is a memory failure.The problem he watched teams keep running into that made him decide Sentra had to exist, and how the product turns meetings, messages, and documents into searchable memory.His path from MIT professor and proteomics founder to building an AI platform, and what made him make the jump.How Sentra flags missed commitments and conflicting priorities before they escalate, and how the team figured out what counts as a real risk versus noise.Why his thesis that AGI will be commoditized changes how companies should be investing in their own knowledge today.Episode 161 of the PreVetted Podcast.

Alex Treiner is the Founder and CEO of Make Offshore, the Independent Sales Representative for Foxconn Baja California, and the author of "Sherlock DNA: A Startup Saga," a #1 New Release on Amazon based on his nearly nine years inside Illumina. A two-time immigrant and self-described serial reinventor, Alex went from electrical engineer to manager, inventor, and founder of multiple startups, including Tailio, which he sold to Nestlé Purina, before reinventing himself once more as a published novelist now developing the book into a TV drama series.In this episode, Alex joins Federico Ramallo to tell the story behind the story. He traces his path out of the Soviet Union to Israel and then the United States, why he speaks four languages each with the wrong accent, and how that immigrant's drive carried him into the early, high-stakes years of genetic sequencing. He explains what really happened during the nine-and-a-half month nightmare that opens the book, why he chose to fictionalize true events rather than write a memoir, and how he decided which parts of the story to dramatize and which to leave out.The conversation moves into craft and discipline: what it takes for an engineer to actually finish a full-length novel, how he found the patience to embrace imperfection in the creative process, and the difference between a good story and a bad one. Alex shares the pressure an engineer feels inside a billion-dollar race, what a relentless sprint does to a person, a marriage, and a team, and why he believes the screen is the right home for this story. He closes with practical advice for any founder or engineer sitting on a great startup story of their own.Chapters:00:00 Introduction to Alex Treiner03:00 Journey of a Two-Time Immigrant05:57 The Reality of Kibbutz Life08:51 Inside Illumina: The Birth of a Revolution11:52 The Challenges of Engineering14:53 The Protagonist's Journey in Fiction17:58 Writing Techniques and Storytelling20:47 The Emotional Rollercoaster of Writing24:06 Discipline in Writing a Novel26:35 The Journey of Writing a Book29:02 Embracing Imperfection in the Creative Process32:43 The Importance of Perspective in Storytelling35:05 Navigating Pressure and Challenges in Engineering39:22 The Wisdom of Experience and Learning from Mistakes40:26 Translating Stories to the Screen44:10 The Power of Sharing Stories of Resilience49:11 Advice for Aspiring Authors and EntrepreneursLinkedIn · WebsiteEpisode 160 of the PreVetted Podcast.

Anton Pleshivtsev spent over eight years at Bravado, climbing from Head of Engineering to VP, before stepping into a new chapter as Director of Engineering at Sendblue in the San Francisco Bay Area. He talks about the pivot from hands-on engineer to engineering leadership, what it's like to join a small, fast-moving startup after a long tenure at one company, and how he scaled, coached, and developed engineering teams as Bravado grew.His technical roots are in Python, Django, Redis, and high-load systems, and the conversation traces what changes when an individual contributor becomes a leader, and what keeps external vendor relationships from breaking down.What we covered:The pivot from hands-on engineer (Python, Django, Redis, high-load systems) to engineering leadership, and the shift in mindset that move requires.What it's like to join a small, fast-moving startup after a long tenure at one company, and the value of in-person team interactions.How he scaled, coached, and developed engineering teams as Bravado grew, building trust and relationships along the way.Navigating the challenges of management, and how he thinks about the engineering versus management career tracks.How he thinks about external vendors and contractors, what makes those relationships break down, and what makes them stick.The role of AI in engineering and management, interviewing for new engineering roles, the evolving role of product managers, and creating context for engineering tasks.Episode 159 of the PreVetted Podcast.

Jonathan Hernandez is an Information Security and Risk professional at Nationwide Children's Hospital and a CISSP-certified cybersecurity expert with experience across governance, risk, compliance, and ethical hacking. He is also a public speaker and a Master of Divinity student at Southern Seminary, and in this episode he shares the story behind the credentials, starting with the day he arrived from the Philippines at nineteen, looking for Disneyland and touching snow for the first time, and the loneliness and identity loss that followed.Jonathan talks about why he walked away from a booming tech career in Columbus to study theology full time while working full time, and how he came to believe that career change is not about money but about purpose. He explains how his faith became a real anchor during rejection, visa delays, and starting over from scratch, and why he refuses to let a title or a paycheck define his worth.We get into the place where his two worlds meet: ethics in cybersecurity. Jonathan shares how an ethical hacking professor's warning shaped him, why he grounds his ethics beyond just not getting caught, and how he uses his skills to protect churches, nonprofits, and everyday people who cannot afford enterprise grade security.Chapters:00:00 Introduction to Jonathan Hernandez02:01 Journey from the Philippines to the U.S.04:58 Navigating Loneliness and Identity10:00 The Intersection of Faith and Career14:58 Redefining Success and Purpose20:04 Living Out Faith in Technology24:59 Protecting Human Dignity in an AI World40:00 Final Thoughts and ReflectionsLinkedIn · WebsiteEpisode 158 of the PreVetted Podcast.

Adrian Ferrero is the Co-Founder and CEO of Biome Makers, where for eleven years he has used DNA sequencing to read the communities of microbes living in soil and turn them into a functional picture of soil health. An economist by training who calls himself an innovator, Adrian sold an earlier DNA diagnostics company with his childhood friend Alberto Acedo, then reinvested everything to bring the personalized medicine concept into agriculture.In this episode, Adrian explains how Biome Makers profiles the bacteria and fungi in soil samples, why organic and conventional apples carry very different microbial loads, and how thinking about soil at a functional level rather than a taxonomic one let the company compare farms across 56 countries. He breaks down nutrient use efficiency, why nitrous oxide is hundreds of times more potent than carbon dioxide, and how better soil data helps farmers use less fertilizer while polluting less.The conversation also goes deep on the human side of building a company. Adrian shares why growing the team from two people to 55 was his hardest challenge, how he leads a remote and multicultural company across the US, Europe, Asia, and Latin America, and why he tries to keep business fun even in serious negotiations. He closes with a reminder not to underestimate our impact on the soil, and advice to build your own expectations and be brave enough to try.Chapters:00:00 Introduction to Biome Makers and Adrian Ferrero03:21 The Role of Microbes in Agriculture11:11 Understanding Soil Health and Nutrient Efficiency16:22 Clients and Services of Biome Makers21:05 Establishing Standards in Soil Health Technology25:29 Functional Diversity of Soil Microbes28:35 Understanding Soil Microbial Communities30:44 Challenges of Team Building in Startups35:47 Cultural Dynamics in Global Business46:10 The Importance of Soil and EntrepreneurshipLinkedIn · WebsiteEpisode 157 of the PreVetted Podcast.

Rich Thomson is the Founder and CEO of Dreamliner Luxury Coaches and Caprice Capital Partners. He spent 20 years in banking and lending at GE Capital, Citibank, and Brightwood Capital before making a pivotal decision: to stop financing other people's companies and start building his own.In this episode, Rich shares what it actually takes to run two very different businesses at the same time, a luxury transportation company serving music tours, NFL, NBA, PGA, and NASCAR, and an alternative lending firm that has deployed over $700 million into founder-owned companies. He talks about why founders often misunderstand what private equity is really selling, and what a better capital partnership looks like.We also get into the human side of Rich's journey: the hardest lessons from year one of Dreamliner, how he hires people he can trust to run things without him, and why someone with his background still feels the pull to build rather than just invest.If you are a professional who has spent years working for others and is wondering whether to bet on yourself, this conversation is for you.About Rich Thomson🚌 Founder and CEO of Dreamliner Luxury Coaches and Caprice Capital Partners- 💼 https://www.linkedin.com/in/richthomson- 🌐 https://dreamlinercoaches.com- 🌐 https://capricecapital.comAbout Federico Ramallo ✨👨‍💻🌎🚀 Software Engineering Manager | 🛠 Founder of DensityLabs.io & PreVetted.ai | 🤝 Connecting 🇺🇸 U.S. teams with top nearshore 🌎 LATAM engineers- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast 🎧📡- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcast00:00 Introduction to Rich Thompson and Dreamliner Luxury Coaches03:01 The Logistics of Live Event Transportation06:02 Transitioning from Banking to Entrepreneurship08:54 Lessons from 20 Years in Lending11:55 What Sets Dreamliner Apart from Rental Services15:02 The Importance of Professional Drivers18:09 The Unique Experience of Bus Travel20:55 The Art of Custom Bus Building24:03 Caprice Capital: Supporting Founders Differently28:17 Innovative Financing Solutions for Entrepreneurs30:52 The Importance of Alignment in Business32:54 Evaluating Founders: The People Factor35:57 Building a Supportive Company Culture39:13 Learning from Mistakes and Bad Hires40:24 The Balance of Optimism and Realism in Business45:33 Navigating Outside Capital: Terms vs. Relationships50:28 Advice for Aspiring Founders: Go All In

Kirk Welsh is a licensed architect turned entrepreneur and coach based in Detroit. After more than 12 years in architecture and over 150 million dollars in constructed projects, he walked away from corporate life to build HouseWarming, a commercial flooring company, and then went deeper to create the Architect of Alignment, a framework that helps high performing professionals build the internal structure they need before chasing external success.In this episode, Kirk shares the exact moment he knew he had to leave: a four hour meeting on his son's first birthday, in the middle of a 40 million dollar school project he could not own, for the same Detroit Public Schools system he had grown up in. He talks about how the pain of staying eventually became greater than the risk of leaving, and what he wishes someone had told him about the gap between deciding to go and actually being ready.Kirk lays out the five areas that have to be aligned before any business plan works: Spiritual, Mental, Physical, Financial, and Relational. He explains why internal alignment is non negotiable for founders, the difference between an employee mindset and an owner mindset, and how he builds a six to twelve month bridge for the people he coaches so they can leave corporate without burning their lives down.The conversation also detours into teaching at the University of Detroit Mercy, completing a master's degree in Spanish at the University of Puerto Rico, learning the language from an eight year old at a laundromat, and the daily habits that quietly compound into a different decade. If you have decided to leave but are still waiting for the right moment, this one is for you.About Kirk Welsh 🏛️🪜🎯🏛️ Licensed Architect | 🪜 Founder of HouseWarming | 🎯 Architect of Alignment Coach | 👨‍🏫 Adjunct Professor at U of Detroit Mercy- 💼 https://www.linkedin.com/in/kirkwelsh-81383428- 🌐 https://meethousewarming.comAbout Federico Ramallo ✨👨‍💻🌎🚀 Software Engineering Manager | 🛠 Founder of DensityLabs.io & PreVetted.ai | 🤝 Connecting 🇺🇸 U.S. teams with top nearshore 🌎 LATAM engineers- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast 🎧📡- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcast00:00 Introduction to Kirk Welsh and His Journey05:52 The Aha Moment: Realizing the Need for Change12:46 Taking the Leap: Pain vs. Risk20:13 The Importance of an Exit Plan26:22 Helping High Performers Transition to Entrepreneurship29:41 The Impact of Teaching on Personal Growth40:24 Understanding Alignment: Clarity and Consistency45:31 Overcoming Doubt and Making Decisions51:12 Finding Purpose and Building Alignment

Leslie Espinola has spent more than 35 years in the dental industry, but that was never the plan. She studied forensic science and wanted to join the FBI, then took a job in her father's dental practice while she figured out her life, and never left. Today she is a Dental Executive Coach, Fractional COO, and founder of High Peak Dental Advisors, helping practices grow through better leadership, healthier culture, and smarter operations.In this episode, Leslie explains what a Fractional COO actually does, why she travels to client offices three and a half weeks a month, and the leap of faith she took last year to start her own company after a career inside large organizations. She is candid about the difference between a manager and a leader, and the trap office managers fall into when they get promoted but stay stuck in the day to day.Leslie shares the operational truths most practice owners miss: why good leadership is always about people, how culture prevents turnover, why so many owners stay disconnected from their numbers, and the sobering reality that a large share of dental offices are stolen from by a team member. She also makes a clear-eyed case for AI in dentistry, where it removes unproductive work so teams can stay patient facing, and why she has not seen it take a single job in the industry.The conversation closes on the win she is most proud of: an office manager who was weeks from being let go and, after one hard conversation and six months of mentoring, became one of the best leaders Leslie has ever worked with. If you lead a team or run a practice, this one is full of practical, people first wisdom.About Leslie Espinola 🦷🏔️🦷 Dental Executive Coach | 🧭 Fractional COO | 🏔️ Founder of High Peak Dental Advisors | 🤝 Coach at the Dentist Entrepreneur Organization- 💼 https://www.linkedin.com/in/leslieespinola/- 🌐 https://deodentalgroup.comAbout Federico Ramallo ✨👨‍💻🌎🚀 Software Engineering Manager | 🛠 Founder of DensityLabs.io & PreVetted.ai | 🤝 Connecting 🇺🇸 U.S. teams with top nearshore 🌎 LATAM engineers- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast 🎧📡- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcast00:00 Introduction to Leslie Espinola02:47 Journey from Dental Assistant to Executive Coach05:52 Understanding the Role of a Fractional COO08:57 The Importance of Leadership in Dental Practices11:58 Embracing Imperfection and Continuous Learning14:59 The Role of Coaching and Collaboration17:55 Starting High Peak Dental Advisors20:53 The Dentist Entrepreneur Organization (DEO) Explained24:02 Shifting from Chairside to Executive Leadership25:42 The Essence of Leadership in Dental Practices29:05 Navigating Change: Embracing AI in Dentistry35:52 Understanding Numbers: The Key to Practice Success45:29 Transformative Leadership: A Personal Success Story

Brent Hagan is the Chief Supply Chain Officer at Lob, the direct mail automation platform whose tech-enabled network delivers hundreds of millions of personalized mailpieces every year at 99% on-time reliability. In this episode, Brent joins Federico Ramallo to explain how he built that logistics engine from the ground up using entirely third-party manufacturing and fulfillment, with no fixed manufacturing cost, and how AI now sits in the middle helping orchestrate critical decisions.Brent traces his path from manufacturing and operations engineering to the C-suite, and what hands-on time on the factory floor taught him about respecting constraints, building credibility, and why the best-laid plans on paper rarely survive contact with reality. He shares the story of figuring out an entire materials-planning role in two hours a day as a young plant manager, how he gives frontline leaders autonomy under a simple 'what went right, what went wrong, what did we learn' cadence, and why a single mistake in a physical operation can multiply catastrophically fast.The conversation digs into the unglamorous economics of operations: the real cost of lean rituals and gemba walks versus the improvements they unlock, why no-meeting days for engineers follow the same logic, and how he thinks about protecting a team's focus. Brent also breaks down what actually makes acquisitions work, the integrate-or-operate-independently decision that can't have a middle ground, and how he uses AI as a context-rich thinking partner without letting it become a crutch. He closes on the hardest problems he has solved at Deliverr and Amazon scale, and why 'lab logistics' is Lob's next frontier in end-to-end supply chain orchestration.Chapters:00:00 Introduction to Brent Hagan and Lob03:03 When a Single Mistake Multiplies: Lessons from the Factory Floor06:08 From Operations Engineering to the C-Suite09:02 Building Credibility and Trust with a Team12:04 Learning a Whole Role in Two Hours a Day15:15 Autonomy, Ownership, and What Went Right / What Went Wrong18:12 The Real Cost of Lean, Gemba, and Protecting Focus21:08 What Actually Makes Acquisitions Work27:10 Reviewing Work and Asking Why30:01 The Original API in Direct Mail33:10 Orchestrating a Third-Party Manufacturing and Logistics Network39:09 Where AI Fits: Poking Holes and Increasing Throughput42:01 AI as a Context-Rich Thinking Partner45:13 The Hardest Problems at Deliverr and Amazon Scale, and Lab Logistics

Harshit Kohli is a Senior Technical Account Manager at AWS, where he serves as a trusted advisor to enterprise customers on cloud strategy, architecture, and AI adoption. He started his IT career in 2010 at Infosys in India, built his way through Tech Mahindra, HPE, and Cloudera, moved to the US in 2016, and joined AWS in 2022. He is currently completing a PhD in AI, has published over a dozen research papers on mental health prediction, churn forecasting, and healthcare AI, and presented at the MCP Dev Summit on real-time streaming to agents.In this episode, Harshit explains what a Technical Account Manager actually does: acting as the extended team for enterprise customers, bridging technical depth with strategic advisory across every stage of cloud adoption, from early migration to cost optimization. He breaks down the biggest AI misconceptions he sees in enterprises, including why AI is not a magic wand, why not every problem is AI-fit, and why data readiness is the non-negotiable that most organizations underestimate.We also talk about model selection, prompt engineering, hallucination, and what it takes to go from lift-and-shift cloud migration to genuinely optimized infrastructure. Harshit shares what he looks for when judging hackathons, from eco-friendly agriculture apps to real-time anomaly detection, and what separates the people who will make it in AI from those still working at the surface.His advice for engineers in India considering the move: dive deep into fundamentals in your own vertical before chasing the buzzwords, because that depth travels farther than any credential.About Harshit Kohli☁️ Sr. Technical Account Manager at AWS | PhD Candidate in AI | Researcher, Speaker, Mentor- 💼 https://www.linkedin.com/in/harshit-kohli-99801543/About Federico Ramallo ✨👨‍💻🌎🚀 Software Engineering Manager | 🛠 Founder of DensityLabs.io & PreVetted.ai | 🤝 Connecting 🇺🇸 U.S. teams with top nearshore 🌎 LATAM engineers- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast 🎧📡- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcast00:00 Introduction to Harshit Kohli and His Journey02:50 Transitioning to the U.S. Tech Landscape05:44 Role of a Technical Account Manager at AWS08:23 Understanding Customer Needs and Technical Expertise11:16 Research Contributions in AI and Healthcare14:18 Machine Learning vs. AI: Understanding the Differences16:51 The Reality of AI Implementation in Businesses19:34 Data Quality and Its Impact on AI22:19 Challenges and Misconceptions in AI Adoption25:22 Understanding AI Hallucination and Model Optimism26:52 The Importance of Prompt Engineering28:00 Model Selection and Optimization Strategies30:26 Navigating the Variety of AI Models31:58 Integrating AI into Workflows34:32 Challenges in Cloud Adoption37:20 The Future of AI in Hackathons and Innovation40:54 Validating Ideas in the Age of AI43:37 Career Advice for Aspiring AI Professionals

Sravanthi Gondi is a PeopleSoft Finance Consultant at Saicon with nearly two decades of ERP experience spanning PeopleSoft Financials, HRMS, and Oracle Cloud. She currently serves as Finance Deputy Lead for the Cardinal Production Support Project at the Commonwealth of Virginia, overseeing the entire finance system while leading a major PeopleSoft upgrade in parallel.In this episode, Sravanthi shares how she broke into IT with zero coding knowledge and a production engineering degree, taught herself to code in a year, and landed at Oracle India. She traces her career through 11 years at Accenture, where she led security automation for a statewide HCM project covering over 100,000 users, and into her current senior consulting role.We also talk about what makes PeopleSoft's customizability still relevant against cloud-first alternatives, what changes when you move from building to configuring in Oracle Cloud, and how AI is transforming ERP consulting: not by replacing consultants, but by turning month-long tasks into days. Sravanthi is OCI Generative AI certified and clear-eyed about what that means for the next generation of the profession.And she shares the story behind her boldest decision: arriving in the US seven months pregnant, husband beside her having left his job, driven by a dream she had carried since childhood. Her advice to anyone on a hard path: never get comfortable, start with the struggle, and keep climbing.About Sravanthi Gondi🏦 PeopleSoft Finance Consultant | ERP and Oracle Cloud Specialist | Saicon- 💼 https://www.linkedin.com/in/sravanthi-gondi-15865317/- 🌐 https://www.saicon.com/About Federico Ramallo ✨👨‍💻🌎🚀 Software Engineering Manager | 🛠 Founder of DensityLabs.io & PreVetted.ai | 🤝 Connecting 🇺🇸 U.S. teams with top nearshore 🌎 LATAM engineers- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast 🎧📡- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcast00:00 Introduction to Sravanti Gandhi's Journey01:31 Early Career and Transition to ERP Consulting04:47 PeopleSoft Financials: A Deep Dive07:48 Managing Complex Implementations and Integrations10:37 The Role of AI in ERP Consulting13:24 Skills for Success in ERP Consulting16:06 Personal Journey: Growing Up in India19:17 Cultural Adaptation and Family Values22:06 Advice for Future Generations24:56 Final Thoughts and Reflections

Maeve Ferguson is The Authority Architect, the strategist behind diagnostic infrastructure that transforms established thought leaders from respected but replaceable to Category of One. Creator of The Client Engine, she works with 7-10 figure experts, bestselling authors, and industry authorities including Dr. Arthur Brooks, Jen Kem, and Selena Soo, building the systems that turn intellectual property into assets that qualify, convert, and scale without them in the room. With a background in Big Four accounting and private equity, she runs her consultancy from a working horse farm in Northern Ireland.In this episode, Maeve explains why most thought leaders waste their audience on PDF lead magnets nobody reads and discovery calls with people who will never buy. She breaks down The Client Engine: a diagnostic infrastructure that qualifies and segments leads automatically, routes them to matched offers, and gathers proprietary behavioral and psychographic data that she calls "the last moat in the age of AI."We cover the three types of diagnostics, from quick quiz funnels generating a million dollars a month in leads, to multi-dimensional assessments that become household names like Myers-Briggs. Maeve walks through how she helped one client turn a $14.99 assessment into $70,000 in its first 60 days organically, and how another opened a new membership tier after his audience begged to go deeper. She also explains how AI agents now analyze all the data flowing through these diagnostics to surface hidden high-ticket buyers the naked eye would miss.Her advice for anyone starting this week: begin with your offer suite, reverse-engineer your IP into the diagnostic, and then let the data guide every move from there. Build the machine once, run leads through it, and let it compound.About Maeve Ferguson🏗️ The Authority Architect | Creator of The Client Engine | Diagnostic Strategist for 7-10 Figure Thought Leaders- 💼 https://www.linkedin.com/in/maeveferguson/- 🌐 https://maeveferguson.com- 📋 https://maeveferguson.com/media- 📊 https://www.impactscoreassessment.com- 🤝 https://www.impactscoreassessment.com/application- 📸 https://www.instagram.com/iammaeveferguson/- 📘 https://www.facebook.com/maeve.gormley.5About Federico Ramallo ✨👨‍💻🌎🚀 Software Engineering Manager | 🛠 Founder of DensityLabs.io & PreVetted.ai | 🤝 Connecting 🇺🇸 U.S. teams with top nearshore 🌎 LATAM engineers- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast 🎧📡- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcast00:00 Introduction to Maeve Ferguson and Her Work02:50 The Importance of Diagnostic Assessments05:38 Personalization and Client Segmentation08:33 Value of Diagnostic Assessments for Leads11:04 Differentiating Diagnostics from Quizzes14:04 AI and Data Analysis in Client Segmentation16:28 Holistic Approach to Client Engagement19:21 Aligning Offers with Client Expectations22:08 Creating a Life You Want Through Business25:40 Choosing Intentionality in Business26:31 Transforming Books into Lead Generators29:14 The Power of Diagnostics in Business32:58 Avoiding Common Author Mistakes35:32 Leveraging GenAI for Business Growth39:08 Navigating the Future with Human Expertise41:52 Building Effective Diagnostic Assets

Andrew Scott is Field CISO at Todyl, where he bridges executive decision-makers and cybersecurity programs for mid-market and SMB organizations. With over a decade of experience across IBM, CrowdStrike, and Recorded Future, he has built security operations programs, led threat intelligence teams, and advised Fortune 500 companies and Federal agencies.In this episode, Andrew breaks down the most common security gap he sees across organizations: governance. He explains why buying tools without first establishing process and strategy compounds problems rather than solving them, and why asking "what does good look like?" before building a security program is the most important first step any leader can take.Andrew and Federico explore how AI is reshaping the threat landscape on both sides. Attackers are automating reconnaissance and phishing faster than defenders can respond, and the fundamentals of identity, patching, and visibility matter more than ever. They also discuss how Moody's now treats cyber events as catastrophically as hurricanes when evaluating business credit risk.If you lead a team and security feels like an afterthought, this episode will change how you think about risk, accountability, and the cost of getting it wrong.About Andrew ScottField CISO at Todyl | Cybersecurity advisor across IBM, CrowdStrike, and Recorded Future | Helping mid-market companies build stronger security programsAbout Federico Ramallo ✨👨‍💻🌎🚀 Software Engineering Manager | 🛠 Founder of DensityLabs.io & PreVetted.ai | 🤝 Connecting 🇺🇸 U.S. teams with top nearshore 🌎 LATAM engineers- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast 🎧📡- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcast00:00 Introduction to Cybersecurity Leadership01:05 Understanding the Role of a Field CISO05:14 Democratizing Cybersecurity for Mid-Market Organizations08:05 The Opportunistic Nature of Cyber Attacks09:26 Balancing Security and Business Needs12:05 The Importance of Governance in Security Programs17:06 Common Security Gaps in Organizations21:34 Incident Response and Governance23:17 Establishing a Control Framework23:58 AI's Impact on the Threat Landscape27:44 The Speed of Cyber Attacks30:21 Governance and Decision-Making in AI Use33:18 Human Oversight in AI Development37:03 Collaboration Between Security and Business44:08 Cybersecurity as a Business Imperative

Syed Omar is the founder of LOLA AI, a voice agentic platform that handles inbound and outbound phone calls for businesses, qualifies leads, and books meetings automatically. He started his entrepreneurial journey at 13 with a streetwear brand, built a media agency in Bangalore handling influencer deals and brand campaigns, and pivoted to AI after recognizing it as the next major shift in how businesses operate.In this episode, Syed shares how he built LOLA without a technical background using AI tools, why he deliberately chose not to have LOLA close sales (and why trust still requires a human in the loop), and what it took to get the voice quality to feel almost human. He talks about the difference between building a service business and building a product, the moment a demo failed live in front of a client, and what he learned from it.Syed also reflects on working with friends and the hard lesson of not expecting others to match your drive. He shares his take on finding the right mentors and why he only listens to people whose lives he would actually want to live. At 20, with two paying customers and more in the pipeline, he is just getting started.About Syed OmarFounder of LOLA AI, a voice AI platform for business lead qualification and meeting booking.- https://www.linkedin.com/in/syed-omar-0168aa2a9/- https://lolaai.orgAbout Federico Ramallo ✨👨‍💻🌎🚀 Software Engineering Manager | 🛠 Founder of DensityLabs.io & PreVetted.ai | 🤝 Connecting 🇺🇸 U.S. teams with top nearshore 🌎 LATAM engineers- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast 🎧📡- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcast00:00 Introduction to Siet Omar and Lola AI02:18 The Problem Lola AI Aims to Solve05:16 The Role of AI in Business Communication07:51 Building Lola AI Without Technical Skills10:39 Curiosity and Learning in Entrepreneurship13:32 Navigating Team Dynamics and Expectations16:05 The Challenges of Building Trust in Business18:44 Voice Technology and Human-Like Interaction21:22 Addressing AI Concerns Among Business Owners25:09 Adapting to the AI Era31:18 Building a Product vs. Service35:54 Finding Product-Market Fit38:43 The Importance of Mentorship47:06 Final Thoughts and Future Aspirations

Mike Carraggi started writing for a weekly paper in Everett, Massachusetts at fourteen years old, went on to The Boston Globe, and eventually made an unlikely pivot into product management at Patch.com without a business degree, without a technical background, and without what he calls a Marty Cagan product upbringing. Today he leads product at Patch across more than 14,000 communities nationwide.In this episode Mike makes the case that the local layer of the internet is fragmented and largely broken, and that a trustworthy hyperlocal source is more valuable now than ever. He shares the philosophy behind Patch's approach to AI: use it to moderate comments at scale, save reporters from low-touch summary work, and raise the technical floor for everyone, while protecting the journalistic trust that is the whole product. As Mike puts it, the moment AI casts doubt on whether the content is real, you have lost the plot.We get into the overlap between journalism and product management. A reporter, like a PM, has to become an overnight expert, translate complexity for laypeople, and read what people mean as well as what they say. Mike argues that as AI dulls some old edges, it raises floors everywhere else, and that the people who win in this era pair judgment with discipline. He shares the framework he leans on hardest: the right decision, the wrong decision, or no decision, and only the no-decision will kill you.The closing thought is a bigger bet on where work is going. Mike thinks the product, design, and engineering roles are collapsing into one within a few years, and that local news will increasingly need to act as a stamp of authenticity in an age of memeification and AI-generated everything. If you build product, lead a non-traditional team, or care about what local news becomes next, this one is for you.About Mike Carraggi 📰🛠️🏘️Head of Product at Patch.com | Former Boston Globe reporter | Non-traditional PM- 🌐 https://patch.com/- 💼 https://www.linkedin.com/in/mike-carraggi-60110726/About Federico Ramallo ✨👨‍💻🌎🚀 Software Engineering Manager | 🛠 Founder of DensityLabs.io & PreVetted.ai | 🤝 Connecting 🇺🇸 U.S. teams with top nearshore 🌎 LATAM engineers- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast 🎧📡- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcast00:00 Introduction to Local Journalism and Patch.com03:02 The Importance of Local News06:07 Challenges in Local Journalism09:00 Product Strategy and Editorial Background12:10 The Role of AI in Local News15:07 The Future of Community Publishing17:47 Navigating Change in Journalism21:06 The Balance of Technology and Human Judgment28:02 The Role of AI in Local News30:28 Ethics and Trust in Journalism32:41 The Importance of Local News33:58 Monetization and Content Integrity35:38 User Experience and Product Development42:45 The Future of Patch and Community Engagement

Marc Shenkman is President and co-founder of Priority Financial Network, a privately owned mortgage banker based in Calabasas, California. He has spent decades in the industry, from trading mortgage-backed securities at major firms to building a direct lending operation that has funded billions in home loans.In this episode, Marc breaks down how independent mortgage banks actually work, why they originate over 80% of mortgages in America, and what most people never understand about the lending process. He also shares his work on the board of the Community Home Lenders Association of America, where he advocates for consumers and fights regulatory overreach.Key topics include the real difference between banks, brokers, and independent mortgage bankers, how post-2008 regulation raised costs without protecting borrowers, the FICO score monopoly, and what first-time homebuyers should ask before signing anything.Whether you are buying your first home or just want to understand how money moves in real estate, this conversation gives you the unfiltered view from someone who has been in the industry for decades.About Marc Shenkman🏦 President and Co-Founder, Priority Financial Network | Board Member, CHLA- 🔗 https://www.linkedin.com/in/marc-shenkman-496bb7240/- 🌐 https://www.priorityfinancial.net/About Federico Ramallo ✨👨‍💻🌎🚀 Software Engineering Manager | 🛠 Founder of DensityLabs.io & PreVetted.ai | 🤝 Connecting 🇺🇸 U.S. teams with top nearshore 🌎 LATAM engineers- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast 🎧📡- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcast00:00 Introduction to Mortgage Solutions02:33 Understanding Independent Mortgage Banking04:59 Risk Management in Mortgage Lending07:34 The Four C's of Borrowing10:02 The Unique US Mortgage Market12:47 Lessons from the 2008 Financial Crisis15:25 Current Real Estate Trends and Predictions17:59 Impact of Inflation on Real Estate20:29 The Lock-In Effect in Mortgages23:01 Regulatory Challenges in Mortgage Lending25:53 Advocacy for Independent Mortgage Bankers28:31 The Role of Community in Mortgage Lending31:12 Advice for First-Time Homebuyers33:31 The Future of the Mortgage Industry

Grant Byron spent two decades building things from scratch, first as a designer turning blank pages into products, then as a product and operations leader helping companies scale. In this episode, Grant shares how he evolved from web design into general management, why being a generalist is a superpower, and what he learned leading product at complex marketplace platforms like Delivery.com.We also dig into his social impact work, his experience with international accelerator programs, and why he recently launched Forward, a consulting firm helping mid-sized businesses cut through the AI hype and actually implement technology that works.Whether you're an engineer thinking about leadership, or a founder trying to bridge product and operations, this conversation is packed with practical insight from someone who has lived both sides.About Grant Byron 🏗️🧠 Product & Operations Leader | 🚀 Founder of Forward Consulting | 20+ Years Building Teams, Products & AI-Driven Businesses- 💼 https://www.linkedin.com/in/grantbyron/About Federico Ramallo ✨👨‍💻🌎🚀 Software Engineering Manager | 🛠 Founder of DensityLabs.io & PreVetted.ai | 🤝 Connecting 🇺🇸 U.S. teams with top nearshore 🌎 LATAM engineers- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast 🎧📡- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcast00:00 Introduction and Guest Background01:04 Grant's Current Focus on AI and Digital Transformation02:16 Early Passion for Design and Creativity03:20 The Purpose of Building Products and Impact04:22 Transition from Coder to Leader06:12 The Value of Being a Generalist08:47 Building Teams and Helping People Grow10:56 The Complexity of Building Teams with Agency14:13 Intersection of Product and Operations17:41 The Role of Context in AI and Business19:25 AI as an Amplifier for Engineers23:30 AI in MVP Development and Prototyping26:51 Using AI to Accelerate Requirements and Testing30:36 Importance of Upfront Planning and Design33:36 The Role of UX and AI in Design38:51 When AI Makes Sense in Business44:03 Leveraging AI in Software Development49:12 Maximizing Developer Productivity with AI52:53 Closing Remarks and Final Advice

Sayan Bhattacharya is Head of Engineering at LINK and the creator of LinkToAny.com, a platform that helps businesses migrate from legacy systems to the cloud and connect their critical tools. With a decade of experience building full-stack systems across retail, supply chain, and marketplace platforms, Sayan specializes in solving the complex challenges of data migration and system integration.In this episode, we explore how businesses can overcome the fear of modernization, what makes integrations truly reliable, and the patterns that emerge when building systems that scale. Sayan shares insights on leading small, globally distributed engineering teams and how AI is transforming integration infrastructure.We discuss the hardest technical problems in building connective tissue for business operations, what founders need to understand about scalable systems, and practical advice for engineering leaders balancing hands-on coding with team leadership.Whether you're grappling with fragmented operations or building the next generation of business platforms, this conversation offers valuable lessons on making technology invisible, indispensable, and inevitable.About Sayan Bhattacharya 🚀👨‍💻🌐🔧 Head of Engineering at LINK | 🛠 Builder of LinkToAny.com | 🔗 Connecting business systems and enabling cloud migration- 💼 https://www.linkedin.com/in/tinnker14/- 🌐 https://linktoany.com/About Federico Ramallo ✨👨‍💻🌎🚀 Software Engineering Manager | 🛠 Founder of DensityLabs.io & PreVetted.ai | 🤝 Connecting 🇺🇸 U.S. teams with top nearshore 🌎 LATAM engineers- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast 🎧📡- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcast00:00 Introduction to Sayan Bhattacharya and LingQ02:33 The Role of AI in Data Migration05:13 Understanding Link to Any and Its Functionality07:54 Challenges of Fragmented Operations10:31 Approaching Large-Scale Data Migration15:10 The Importance of Data Cataloging17:33 Patterns Across Industries21:06 Maintaining Quality with a Lean Team30:15 Learning from Mistakes in Hiring31:14 The Importance of Technical Know-How33:30 Managing Distributed Teams Effectively37:56 AI in Hiring: Pros and Cons40:49 Leveraging AI Tools in Engineering Teams43:56 Advice for Aspiring Engineering Leaders

Hiten Sonpal is the CEO of RISE Robotics, an MIT-founded company targeting the $60 billion hydraulic actuator market with the Beltdraulic, a fluid-free actuator that is three times faster and up to 90 percent more energy efficient than traditional hydraulics.Hiten started his career self-funding college by writing software, then spent nearly 16 years at iRobot, growing from lead engineer to director leading teams of 140 people across millions of units shipped. He went on to become CEO at Robin Autopilot, President at Electric Sheep Robotics, and founder of his own robotics consultancy before joining RISE Robotics as CEO in 2024.In this episode, Hiten breaks down how the Beltdraulic works, why heavy industry has been slow to change, what it takes to get hardware from prototype to mass production, and what he has learned moving from individual contributor to executive across some of the most ambitious robotics companies in the world.If you are curious about the future of industrial machinery, AI in robotics, or what it takes to build and scale hardware products, this conversation is for you.About Hiten Sonpal 🤖⚙️🚀 CEO at RISE Robotics | 16 years at iRobot | Hardware and robotics leader- 💼 https://www.linkedin.com/in/hiten-sonpal- 🌐 https://www.riserobotics.comAbout Federico Ramallo ✨👨‍💻🌎🚀 Software Engineering Manager | 🛠 Founder of DensityLabs.io & PreVetted.ai | 🤝 Connecting 🇺🇸 U.S. teams with top nearshore 🌎 LATAM engineers- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast 🎧📡- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcast00:00 Introduction to RISE Robotics and BeltDraulic Technology02:45 The Advantages of BeltDraulic Over Hydraulic Systems05:02 The Evolution of Actuator Technology07:35 Market Opportunities and Industry Adoption Challenges10:18 The Future of Autonomous Systems with BeltDraulic12:39 Energy Efficiency and Recouping Energy15:17 Navigating Industry Pain Points for Adoption18:04 Leadership Lessons from Engineering to CEO31:04 Navigating Leadership Challenges38:27 The Pursuit of Knowledge and Growth47:31 Understanding AI and Robotics58:45 Advice for the Future01:02:02 Future of RISE Robotics

Michael Hickman, CEO of Seven Gables Real Estate for nearly 50 years, shares his journey from starting as an agent to leading a company with 500 advisors across Southern California. He discusses the importance of learning from the ground up, the influence of mentors and coaches, and how values drive decision-making in business.Drawing from his college baseball experience under legendary coach Gary Adams, Mike emphasizes servant leadership, the power of mistakes as learning opportunities, and maintaining high standards to build a strong culture. He reveals how Seven Gables has weathered economic cycles and become a top workplace in Orange County for three consecutive years.Mike offers advice on never settling, the role of mentors, morning routines, and gratitude in achieving success. His story inspires aspiring leaders to pursue the best version of themselves and build organizations where people thrive.About Michael Hickman 🏆️ 🏠️ 🌟️CEO of Seven Gables Real Estate | Chairman of The Brainstormers collection | Former Chairman, Make-A-Wish Orange County/Inland Empire- 💼 https://www.linkedin.com/in/michael-hickman- 🌐 https://www.sevengables.comAbout Federico Ramallo ✨👨‍💻🌎🚀 Software Engineering Manager | 🛠 Founder of DensityLabs.io & PreVetted.ai | 🤝 Connecting 🇺🇸 U.S. teams with top nearshore 🌎 LATAM engineers- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast 🎧📡- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcast00:00 Introduction to Mike Hickman and Seven Gables Real Estate00:59 The Journey from Agent to CEO05:34 Lessons from Sports and Leadership11:29 The Importance of Learning from Mistakes16:18 Building a Strong Company Culture24:29 Pride in Family and Business Legacy29:09 The Role of Mentorship in Success34:31 The Brainstormers Collection and Industry Innovation37:14 Final Thoughts on Success and Gratitude

Leah Gabriel Nurik is CEO and co-founder of Brandi AI, a Generative Engine Optimization platform helping companies understand and improve how they show up in AI-driven search and answers. With over 20 years at the intersection of product, marketing, and go-to-market, she has worked with more than 400 growth-stage software companies. She also founded Gabriel Marketing Group, an award-winning B2B tech PR and marketing agency known for turning complex technology into clear, credible stories that drive growth.In this episode, Leah breaks down what AI visibility really means and why it matters now. She explains how the shift from keyword gaming to authentic storytelling is reshaping brand discovery, and what GEO means in practice for companies trying to reach buyers in an AI-first world.We cover what CMOs should be measuring today, how PR fits into a world where AI systems evaluate brands before humans do, and the patterns she sees in companies that successfully navigate major platform shifts.If you are building a company and wondering why your content is not landing, this episode is for you.About Leah Gabriel Nurik 🚀🎯💡CEO and Co-founder of Brandi AI | AI Visibility and GEO Platform | 20+ Years in B2B Tech Marketing- 💼 https://www.linkedin.com/in/leahgabriel/- 🌐 https://mybrandi.ai/About Federico Ramallo ✨👨‍💻🌎🚀 Software Engineering Manager | 🛠 Founder of DensityLabs.io & PreVetted.ai | 🤝 Connecting 🇺🇸 U.S. teams with top nearshore 🌎 LATAM engineers- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast 🎧📡- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcast00:00 Introduction to AI and SEO Transformation04:45 Understanding AI Visibility and Its Importance09:01 Navigating the Changing Landscape of Search Engines13:26 The Role of Content in AI-Driven Search18:06 The Future of AI and Consumer Interaction23:11 Understanding AI's Influence on Brand Perception26:17 The Shift from Gaming Keywords to Authentic Storytelling28:53 The Importance of Mission-Driven Companies31:23 The Role of PR in AI and Market Visibility35:33 Navigating Global Markets and Earned Media39:49 Strategies for Founders to Enhance Visibility42:27 Empowering Innovation Through AI

Logan Yonavjak is a 2x founder, investor, and impact finance expert with two decades of experience channeling capital into what matters. She co-founded a sell-side advisory firm, helped move hundreds of millions into impact investing, and has worked with startups, endowments, and family offices along the way. Today she leads the Founder Readiness Institute, using behavioral science and AI to measure leadership capacity before organizations hire or promote.In this episode, Logan breaks down why past credentials are poor predictors of future performance, how her platform the Readiness Engine assesses six dimensions of leadership development using transcript analysis, and how AI can reduce the hiring biases that even well-intentioned teams fall into. She explains why charisma is not the same as capacity, and what it actually takes to lead well under pressure.Key takeaways: how to design interviews that strip out similarity bias, what signals separate confidence from real readiness, and why founders need to understand their own developmental level before raising outside capital.If you hire, promote, or invest in people, this episode will change how you think about human potential.About Logan Yonavjak:2x Founder, Investor, and Impact Finance Expert | Co-Founder and CEO at Founder Readiness Institute | MBA and Master of Forestry, Yale- 💼 https://www.linkedin.com/in/loganyonavjak/- 🌐 https://www.founderready.ioAbout Federico Ramallo ✨👨‍💻🌎🚀 Software Engineering Manager | 🛠 Founder of DensityLabs.io & PreVetted.ai | 🤝 Connecting 🇺🇸 U.S. teams with top nearshore 🌎 LATAM engineers- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast 🎧📡- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcast00:00 Introduction to Leadership Readiness02:32 The Future of Hiring: Beyond Credentials05:17 AI's Role in Hiring and Decision Making07:52 Assessing Leadership Capacity with Technology10:41 Coaching for Development: A New Approach13:07 Mitigating Bias in Hiring Processes15:59 The Complexity of Startup Leadership18:32 Emotional Resilience in Leadership21:12 Physiological Management for Better Decision Making24:43 Emotional Resilience in Startups29:13 Cultural Influences on Promotions30:18 Evaluating Performance Beyond Activities31:45 Understanding Negative Space in Conversations33:08 Behavioral Insights in Interviews34:05 Back-Channel Reputation Checks35:22 Executing Under Pressure37:49 Confidence vs. Real Capacity40:02 Learning from Mistakes40:45 Hiring for Complementary Strengths43:27 Habits for Effective Leadership

Hanna Bauer is the founder of HEARTnomics Enterprises and a leadership strategist with nearly three decades of experience as a CEO, board chair, and executive director. She is a Lean Six Sigma Black Belt, Baldrige Excellence Examiner, and faculty with Maxwell Leadership.In this episode, Hanna breaks down why most organizations fail not because people stop caring, but because their systems fall out of alignment. She walks through her CORE method (Cultivate, Optimize, Reach, Elevate), what HEARTnomics was built to solve, and how she works with nonprofits, small businesses, and companies navigating mergers.The conversation covers learning from reviewed experience versus raw experience, the real cause of burnout, AI as an amplifier of human leadership, cultural dynamics in feedback, and how to stop over-promising by defining what done actually means.If you lead a team, run a business, or feel like you are always busy but never aligned, this episode will give you both frameworks and a place to start.About Hanna Bauer 🧠💡🌎Leadership Strategist | Founder of HEARTnomics Enterprises | Lean Six Sigma Black Belt | Maxwell Leadership Faculty- 💼 https://www.linkedin.com/in/bauerhannaAbout Federico Ramallo ✨👨‍💻🌎🚀 Software Engineering Manager | 🛠 Founder of DensityLabs.io & PreVetted.ai | 🤝 Connecting 🇺🇸 U.S. teams with top nearshore 🌎 LATAM engineers- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast 🎧📡- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcast1:11 What Hanna does: helping leaders do the right thing the right way2:18 Leadership should not be lonely: goal culture vs growth culture4:39 Resilience, failure, and what leaders actually sign up for6:12 We learn from reviewed experience, not raw experience8:06 AI and leadership: humans are still the creators13:37 Purpose as the foundation for leading in an AI world15:14 What alignment really means: the car metaphor23:47 Values are not on the wall, they are your decision filter25:14 The CORE method: Cultivate, Optimize, Reach, Elevate26:48 What is HEARTnomics and who does it serve31:14 Coaching, blind spots, and why leaders need community33:32 Cultural dynamics in feedback: Latin and American differences38:14 Over-promising, takt time, and defining done43:05 Acceptance criteria, definition of done, and purpose in software47:37 Final advice: culture is built every day, be bold and on purpose

Healey Cypher is CEO and co-founder of BoomPop, a company using AI to help teams plan and host meaningful in-person events. A 4x founder, former COO at Atomic, and former Head of Retail Innovation at eBay, Healey has built and sold companies across commerce, retail tech, and event experiences.In this episode, Healey shares why he believes the loneliness epidemic is one of the most urgent problems of our time, and how BoomPop is tackling it by making it easier for people to gather in real life. He explains how AI can serve human connection rather than replace it, and why building a company around a mission that matters is what keeps pulling him back to founding.Healey also opens up about his leadership philosophy: the practice of asking "what would make my son Theo proud" as a decision-making filter, the power of vulnerability in authentic networking, and what four companies have taught him about culture, trust, and staying grounded as a leader.If you are building, leading, or simply trying to be a better person while doing it, this conversation is for you.About Healey Cypher 🚀🤝CEO and Co-Founder of BoomPop | 4x Founder | Board Partner at Atomic- 💼 https://www.linkedin.com/in/healeycypher/- 🌐 https://boompop.com/About Federico Ramallo ✨👨‍💻🌎🚀 Software Engineering Manager | 🛠 Founder of DensityLabs.io & PreVetted.ai | 🤝 Connecting 🇺🇸 U.S. teams with top nearshore 🌎 LATAM engineers- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast 🎧📡- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcast00:00 Introduction to Hailey Cypher and Boom Pop02:46 The Loneliness Epidemic and Human Connection05:50 Networking and Authentic Conversations06:49 The Creative Process of Building Companies09:43 The Impact of Leadership on Lives12:46 The Journey of Co-Authoring a Book18:57 The Burden of Leadership20:29 Purpose Beyond Profit21:39 Introspection and Personal Growth23:27 The Pain of Migration25:50 Creating a Trusting Company Culture29:26 Values in Decision Making32:33 Balancing Life and Work35:06 The Importance of Family37:55 Privilege and Choices40:15 Final Thoughts on Success

Erin McDonald is the CEO of Spilt Milk Nannies, a nanny referral service in the Seattle area built on trust, rigorous vetting, and a genuine love for connecting families with the right care. In 2012, while studying at the University of Washington, she took over a small babysitting referral business and saw its potential to become something much more. Today she leads a community of nannies and a roster of families who count on her to get the match right.In this episode, Erin shares what it actually takes to run a service business where trust is everything. She explains why parents struggle to leave their kids with someone new, what she looks for when screening nannies, and how she coaches sitters to show up as professionals, not just helpers.The core insight she keeps coming back to is simple: parents are stretched thin, and a great nanny gives them permission to have a life. That four-hour window where someone else has their children's full attention, whether it's for a gym session, a meeting, or a real conversation with a friend, makes a real difference. Erin talks about what separates a great nanny from an average one, why the relationship between parents and nannies breaks down, and how she keeps quality high while the business keeps growing.If you run a service business, hire people who work with families, or are just a parent trying to figure out childcare, this episode is worth your time.About Erin McDonald 👶🏡✨CEO of Spilt Milk Nannies | Seattle's Trusted Nanny Referral Service- 💼 https://www.linkedin.com/in/erin-mcdonald-a3788183/- 🌐 https://seattle.spiltmilknannies.com/About Federico Ramallo ✨👨‍💻🌎🚀 Software Engineering Manager | 🛠 Founder of DensityLabs.io & PreVetted.ai | 🤝 Connecting 🇺🇸 U.S. teams with top nearshore 🌎 LATAM engineers- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast 🎧📡- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcast00:00 Introduction to Spilled Milk Nannies02:41 The Importance of Trust in Childcare05:20 Navigating Parenting Fears08:04 Erin's Journey from Nanny to CEO10:41 Challenges in the Nanny Business13:10 Qualities of a Great Nanny15:51 The Role of Communication and Professionalism18:33 Understanding Nanny and Parent Dynamics21:11 Maintaining Quality in Childcare Services25:06 The Importance of Reputation in Childcare25:36 Creating Lifesaving Experiences for Parents27:29 Coaching Nannies for Success28:52 The Nature of Nanny Skills: Born or Made?31:14 Setting Boundaries: The Role of Parents32:10 Building Trust with Nannies33:18 Managing a Community, Not Just a Business33:54 The Power of Sign Language in Communication36:50 Maintaining Quality as a Business Grows41:12 The Impact of AI on Nanny Services43:52 Advice for Aspiring Entrepreneurs

Kyle Disher is the founder of RevDojo, the training, hiring, and technology platform serving hundreds of car dealerships directly and touching over 10,000 companies through white-label partnerships. He started selling cars in high school, became Salesperson of the Year, and spent the early dot com era running one of the most successful internet departments in the country.In this episode, Kyle breaks down what separates top-performing dealerships from the rest. He shares how he screens 100 candidates down to 10 in 30 minutes using group interviews, why the best managers are player-coaches who stay close to customers, and how organized, consistent processes always beat personality-driven chaos.Kyle also shares what he is building next: Pixel Motors, an AI-powered video game that trains salespeople by simulating real dealership customer interactions, and Calendro, a calendar invite tool that boosts show rates by up to 15%. He gives his take on AI replacing most dealership customer inquiries within 3 to 5 years and what that means for the future of the sales role.Whether you are running a dealership, building a training business, or grinding toward your first company, this episode is packed with practical insight from someone who has been in the trenches for over 20 years.About Kyle Disher:- 🌐 https://www.revdojo.comAbout Federico Ramallo ✨👨‍💻🌎🚀 Software Engineering Manager | 🛠 Founder of DensityLabs.io & PreVetted.ai | 🤝 Connecting 🇺🇸 U.S. teams with top nearshore 🌎 LATAM engineers- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast 🎧📡- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcast00:00 Introduction to RevDojo and Kyle Disher05:16 Challenges in Hiring for Dealerships12:23 Effective Coaching in Dealerships16:14 Changing Customer Expectations20:06 Innovations in Dealership Technology22:38 Advice for Aspiring Founders23:18 The Future of AI in Dealerships

Muhammad Atif, CTO and President of PureLogics, has spent nearly two decades building over 1,200 products across 30 countries. In this episode, he breaks down what it actually takes to deliver quality software at scale and why most companies get it wrong.From ISO certification and CMMI Level 2 processes to Agile sprint discipline and PMO audits, Muhammad shares how PureLogics keeps quality consistent across 500+ engineers. He and Federico dig into technical debt, behavior-driven testing, and why quality starts at the pre-sale stage, not after the code is written.The conversation shifts into AI: vibe coding, agentic development, Claude Code running on dedicated hardware, and why human accountability is non-negotiable. Muhammad also walks through how PureLogics navigates HIPAA compliance in an AI-first world and why every engineering organization needs a formal AI policy now.Whether you are a founder launching your first product or an engineering leader scaling a distributed team, this episode delivers hard-won perspective from someone who has been building at the intersection of quality and scale for twenty years.About Muhammad Atif ✨👨‍💻🌎🚀 CTO & President at PureLogics | 🛠 Co-Founder since 2006 | 🤝 500+ Engineers delivering custom software to startups, SMBs & Enterprises across 30 countries- 💼 https://www.linkedin.com/in/muhammadatif/- 🌐 https://www.purelogics.comAbout Federico Ramallo ✨👨‍💻🌎🚀 Software Engineering Manager | 🛠 Founder of DensityLabs.io & PreVetted.ai | 🤝 Connecting 🇺🇸 U.S. teams with top nearshore 🌎 LATAM engineers- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast 🎧📡- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcast00:00 Introduction to PureLogics and Muhammad Atif02:37 Quality Assurance in Software Development05:19 Managing Technical Debt07:58 The Importance of Testing and Automation10:38 Building a Robust Software Architecture13:07 Effective Requirement Gathering and Communication15:43 Hiring the Right Software Development Partner23:26 Visual Prototyping for Clarity24:50 Startups vs Enterprises: Different Approaches to Software Development27:59 The Impact of AI on Software Development30:38 Navigating Compliance in AI Development35:11 The Role of Developers in an AI-Driven World38:02 Leadership Lessons and Advice for Founders

Jim Fruchterman is a Silicon Valley tech entrepreneur who took a sharp left turn into social impact and never looked back. In this episode, Jim shares how he started seven for profit companies in twelve years, why investors vetoed his idea to build technology for blind people, and how that pushback led him to create nonprofit tech companies that have now defined his life’s work.Jim explains what it means to run a “tech business inside a charity” and why the goal in this world is maximum impact while breaking even. He walks through how Tech Matters operates like a SaaS provider, selling services and support around open source tools, and why customers in wealthier countries often fund product development that ultimately benefits users in lower income regions.We also hear Jim’s wild origin story as a rocket engineer on one of the first private rocket efforts after legalization, including a launch stand explosion that helped shape his appetite for high intensity building. From there, the conversation explores the real reasons products fail: not technology, but management, distribution, and reaching real users. Jim connects these lessons to human centered design, channel strategy, and the difference between building something cool and building something people will actually use.Jim details Tech Matters projects, including contact center software for helplines used across many countries, tools supporting mental health response, and climate focused products like soil identification and simple story mapping that helps local leaders communicate with maps, photos, and data. He also reflects on Bookshare, a major accessibility breakthrough that uses ebooks to serve people with disabilities at far lower cost than traditional audiobooks.Finally, Jim makes a clear call to action for the tech industry: be open to licensing products for social good. With low marginal cost software and movements like Pledge 1%, he believes more builders can help close the gap between what technology can do and what markets will fund.About Jim Fruchterman:- http://fruchterman.org- https://techmatters.org/About Federico Ramallo ✨👨‍💻🌎🚀 Software Engineering Manager | 🛠 Founder of DensityLabs.io & PreVetted.ai | 🤝 Connecting 🇺🇸 U.S. teams with top nearshore 🌎 LATAM engineers- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast 🎧📡- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcast00:00 Introduction to Tech for Good01:54 The Shift from For-Profit to Nonprofit05:28 Finding Purpose After Success08:54 Sustainability in Nonprofits16:22 Challenges in Nonprofit Funding20:29 Innovative Solutions for Social Impact25:33 Tech for Good: An Overview29:51 Innovative Solutions for Nonprofits34:18 The Importance of User-Centric Design37:34 Measuring Impact Through Technology40:29 The Value of Mentorship and Career Growth45:49 Collaborating with the Tech Industry for Social Good

David Asarnow is an entrepreneur and growth strategist focused on helping businesses build predictable revenue. He explains how he improves results by tightening positioning, clarifying the offer, fixing funnel breakdowns, and strengthening sales follow up so leads do not get wasted. David shares why he prefers to under promise and over deliver, and how many teams confuse activity with progress when the message is unclear and nurturing is missing.He describes the Two Comma Club awards behind him and what they represent: marketing funnels that generated over ten million dollars in revenue. He walks through his background, including growing a new division inside a long running family business, building a franchise company, and later training thousands of entrepreneurs through Business Breakthroughs International. Across those experiences, he kept seeing the same issue: good businesses doing a lot of work, but missing consistency because marketing and sales were misaligned and follow up systems were weak.David defines growth as more than leads. For him, growth means revenue, strength, retention, and execution without chaos. He explains what a healthy funnel looks like in simple terms: the right people raise their hand, the next step is clear, confusion is removed, and there is continuous follow up and nurturing instead of dead leads sitting in a CRM. He emphasizes end to end attribution so teams can see what actually drives conversions and avoid making blind decisions.On alignment, he shares a practical approach to reduce finger pointing between marketing and sales: communicate weekly, build a shared scoreboard, and use a problem solving habit he calls 1 3 1: state one problem, propose three solutions, then recommend one solution and why. He also discusses where AI helps most today: speeding up response and follow up, creating consistent workflows, reviewing sales calls, building scripts and templates, and deploying AI agents for chat or voice to book appointments. He warns that AI backfires when people give it vague prompts with no context, guardrails, or clear outcomes, producing content that sounds correct but does not convert.He closes with a reminder that mindset matters when results are not showing up, and encourages founders to focus on serving customers better, improving messaging, and taking action.About David Asarnow:- https://www.businessnitrogen.aiAbout Federico Ramallo ✨👨‍💻🌎🚀 Software Engineering Manager | 🛠 Founder of DensityLabs.io & PreVetted.ai | 🤝 Connecting 🇺🇸 U.S. teams with top nearshore 🌎 LATAM engineers- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast 🎧📡- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcast00:00 Introduction to David Asarnow and His Work04:44 The Importance of Revenue and Growth09:39 Common Mistakes in Marketing and Sales13:40 Identifying the Ideal Customer19:05 Creating a Healthy Marketing Funnel20:37 Aligning Marketing and Sales Teams25:30 Closing the Deal: The Importance of Measurement25:54 Revenue Predictability: The Role of Measurement and Optimization26:55 Leveraging AI for Business Efficiency28:51 Understanding AI's Limitations and Human Intuition30:37 Building Relationships with AI: The Empathy Factor32:24 Creating Patterns for Revenue Generation with AI34:11 The Consistency of AI in Customer Interactions35:50 The Impact of Customer Experience on Business37:36 Common Pitfalls in AI Implementation39:25 Custom AI Solutions: Tailoring to Business Needs41:11 Small Changes, Big Results: The Power of Mindset44:39 Mindset as the Foundation for Success

Ohad Shaked, co founder and CEO of ThinkUp, explains how his early IoT startup spent months chasing the right vertical and customer, and how that frustration led him to build a digital accelerator for first time founders. ThinkUp focuses on the pre revenue phase and guides founders step by step through customer research, interviews, assumption testing, market and competitor analysis, value proposition, go to market strategy, pitch deck, and a realistic financial model.Ohad’s core message is that founders waste time by rushing to build. Instead, they should respect the process, obsess over the customer, and validate demand early. He shares strong validation signals such as real urgency, budget already allocated, bringing more stakeholders into the conversation, and the ultimate proof: willingness to pay.On fundraising, Ohad says investors want evidence of customer discovery, a focused and defensible value proposition, credible market sizing, competitive advantage, and founders who understand the investor perspective and can plan milestones for the next couple of years. The conversation also covers founder mindset, delegation, and the fine line between stamina and stubbornness, plus how AI is both an accelerator for research and a pressure on generic SaaS defensibility.About Ohad Shaked:- https://www.linkedin.com/in/ohad-shaked111/- http://www.thinkup.global/About Federico Ramallo ✨👨‍💻🌎🚀 Software Engineering Manager | 🛠 Founder of DensityLabs.io & PreVetted.ai | 🤝 Connecting 🇺🇸 U.S. teams with top nearshore 🌎 LATAM engineers- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast 🎧📡- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcast00:59 What Does Ohad Do Today?01:38 The Frustration That Led to ThinkUp02:45 Understanding the Startup Journey for First-Time Founders04:29 The Ideation Phase and Problem Breakdown05:42 Customer Research and Validation Techniques06:51 Common Mistakes: Rushing to Build08:10 How to Avoid Overbuilding and Validate Demand09:42 The Importance of Early Customer Feedback11:35 Case Study: Dropbox Validation Strategy12:31 Valuable Signals for Market Demand14:29 Willingness to Pay as Validation14:46 Can Entrepreneurs Be Made? The Growth Mindset16:18 Focus on Customer Needs for Success16:36 Running a Startup as a Continuous Learning Process17:32 Balancing Ego and Reality in Entrepreneurship18:44 Knowing When to Pivot or Persist19:28 The Emotional Side of Founding a Startup20:26 Detaching Emotions to Make Better Decisions21:03 Delegating to Reduce Stress and Increase Impact21:48 The Role of AI in Modern Startups22:31 AI as a Market Research and Competitive Tool23:35 Deep Tech and Foundation Models in AI Strategy24:11 Build vs Buy in AI Technologies25:25 Founders and AI: Strategy and Practical Use26:33 Preparing for Investor Meetings: What Matters Most28:58 A Success Story: AI Mentors and Market Validation30:23 Scaling and Building a Business Framework32:12 Lessons from Experience and Mistakes33:23 Pivoting and Customer Feedback in Product Development35:03 Achieving Product-Market Fit Through User Insights36:44 Pricing Strategies and Competitive Positioning37:26 Advice to Younger Self and Future Entrepreneurs38:35 The Role of Mistakes in Personal and Business Growth

Kim Hansen is CEO and co founder of Cake Equity, a platform that helps startups manage ownership for founders, employees, investors, and advisors with clarity and less legal and spreadsheet chaos. Kim shares the personal pain that sparked Cake, signing complex shareholder contracts he did not fully understand, and later watching employees miss out on ownership because equity felt too hard, expensive, and poorly timed to implement.Kim explains what Cake does in simple terms, helping founders set up and manage option plans, vesting, and ownership updates while giving employees a clear view of what they own and what it could be worth. He and Federico unpack why equity is so often misunderstood, how founders can communicate it in a healthy and transparent way without overpromising liquidity, and why standard best practices like cliffs and vesting protect both the company and the team. Kim also highlights a quiet risk, messy governance. When equity records live across spreadsheets, lawyers, and accountants with no single source of truth, founders make decisions on unreliable data and can create painful delays during due diligence for a future raise.The conversation moves into leadership and hiring. Drawing from his journey from introvert engineer to growing an agency to 60 people, Kim shares lessons about motivation over credentials, finding hidden potential, and building diverse teams by valuing different working styles instead of expecting everyone to behave the same way. Federico connects this to his own hiring approach, spotting small skill gaps, creating a ramp plan, and betting on hungry and humble candidates who often become the most loyal and high performing contributors. Kim warns about ego driven “diva” behavior in senior roles and argues that the best engineers actively seek feedback and challenge, especially in a fast moving startup environment where the market forces reality quickly.They then explore how AI is changing software work. Both agree that engineers are increasingly becoming managers of AI agents, spending more time steering, reviewing, and making core design decisions. Kim emphasizes a key principle, AI is knowledge, humans are intelligence. He believes teams should not outsource judgment or empathy to tools, and instead should codify decision rules and quality standards to guide AI outputs. This leads into a discussion of the new hiring risks of candidates faking expertise with AI, and why trust, honesty, humility, and adaptability matter more than ever.About Kin Hansen:- https://cakeequity.comAbout Federico Ramallo ✨👨‍💻🌎🚀 Software Engineering Manager | 🛠 Founder of DensityLabs.io & PreVetted.ai | 🤝 Connecting 🇺🇸 U.S. teams with top nearshore 🌎 LATAM engineers- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast 🎧📡- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcast00:00 Introduction to Kim Hansen and Cake Equity00:59 Kim's journey from software engineer to startup founder02:03 What is Cake Equity and how does it help startups?03:10 Common problems startups face with equity management05:07 The importance of transparency and education in equity08:10 Impact of equity on team motivation and ownership09:28 Misunderstandings about equity among founders10:37 Setting up equity correctly for future growth12:44 Healthy ways to discuss equity with new hires17:03 Leadership lessons from growing an agency to 60 people20:02 Building diverse and motivated teams21:30 Recognizing talent and potential in team members26:37 The role of continuous learning and adaptation29:54 The impact of AI on decision-making and work processes39:24 Steering AI systems with human empathy and rules48:40 Kim's approach to health and creative lifestyle with AI53:07 The hope and potential of the next generation54:18 Final advice for startup founders

Adam Spector is a four time founder, CEO of Chore, early stage investor, and podcast host who believes execution beats strategy and focus compounds. In this conversation, Adam explains why founders lose momentum when they get buried in back office work and why delegating non core tasks is one of the fastest ways to buy back time, freedom, and clarity.Adam breaks down the idea behind Chore: startups should not waste energy running HR, finance, compliance, equity, and admin when specialists can do it better at scale. He uses simple examples like laundry, restaurants, AWS, and electricity to show how specialization lets founders stay focused on what they love and what actually moves the business forward.Federico and Adam explore what “success” really means for founders. They discuss the trade off between building a unicorn and building a lifestyle business, and why growth can add complexity that destroys the original joy and simplicity that made a company work. They reflect on the importance of stability at home, being present with kids and friends, and how real relationships matter even more in a world full of synthetic content and AI.Adam also shares what he looks for as a GP at The Autopilot Fund: obsession, dedication, creativity, and proof of execution. He argues that in today’s world founders have no excuse to show up without a demo, a product, or real customer learning, especially with modern tools and AI making building faster than ever. They close with lessons on humility, continuous improvement, and the power of hard work as a universal force for progress.About Adam Spector:- https://www.hirechore.com/- https://www.linkedin.com/in/adamspector2/ - https://www.linkedin.com/company/hirechore/posts/?feedView=allAbout Federico Ramallo ✨👨‍💻🌎🚀 Software Engineering Manager | 🛠 Founder of DensityLabs.io & PreVetted.ai | 🤝 Connecting 🇺🇸 U.S. teams with top nearshore 🌎 LATAM engineers- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast 🎧📡- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcast00:00 Introduction to Adam Spector and Chore02:51 The Importance of Family and Personal Relationships05:28 Execution Over Strategy: A Key Lesson08:15 The Role of Criticism in Entrepreneurship10:48 The Founding of Chore: Solving Back Office Problems13:44 The Value of Specialization and Outsourcing16:28 Time Management and Delegation for Success19:08 Finding Joy in Work and Life21:41 Conclusion: Living a Purposeful Life26:15 The Privilege of Time and Delegation27:32 The Four Hamburgers of Happiness30:31 The Balance of Obsession and Life33:42 Finding the Right Founding Team37:43 The Impact of AI on Business Defensibility39:28 Lifestyle Business vs. Unicorn Aspirations43:29 The Journey Towards Happiness and Perfection

Steve Tcherchian, CEO of XYPRO, explains how XYPRO protects mission critical systems that move money, run payments, settle trades, and support national infrastructure on HPE NonStop. He shares that most customers do not complain about hackers first. They complain about complexity: too many tools, dashboards, audits, and reports that create work without reducing risk. Steve breaks down common misconceptions, including “compliance equals security” and “uptime equals security,” and argues security must be treated as a real business risk, not just a technical problem.The conversation explores how AI is changing cybersecurity by amplifying existing attack methods rather than inventing new ones. AI makes average attackers more effective by improving language, speeding up reconnaissance, and making phishing and social engineering more believable. Steve also warns about alert fatigue and explains why attackers hide inside the noise. He highlights a critical readiness gap: many companies have backups but do not test them, and ransomware groups often target backups first to block recovery and force payment. He discusses the tradeoffs of paying ransoms using the Caesars and MGM examples, and stresses that “hope is not a strategy.”Steve outlines warning signs that a company is not prepared, like unclear ownership of incident response and lack of a documented decision chain for talking to customers, regulators, and the board. He explains what strong executive behavior looks like during a breach: slow down, contain, communicate, and lead without panic or blame. Looking ahead, he predicts a shift from perimeter defense to identity and behavior defense, with more focus on real time detection and fast recovery. He closes with practical advice for everyone: turn on multi factor authentication everywhere and be cautious with links, or better, type the site directly instead of clicking.About Steve Tcherchian:- https://www.linkedin.com/in/stevetc/- https://xypro.com- https://stevetcherchian.com/About Federico Ramallo ✨👨‍💻🌎🚀 Software Engineering Manager | 🛠 Founder of DensityLabs.io & PreVetted.ai | 🤝 Connecting 🇺🇸 U.S. teams with top nearshore 🌎 LATAM engineers- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast 🎧📡- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcast00:00 Introduction and Guest Background01:19 What Xypro Protects and Its Critical Systems01:57 The Increasing Complexity of Cyber Threats with AI02:57 Challenges in Security Tools and Clarity for Teams03:52 Misconceptions About Compliance and Security04:44 Cybersecurity as a Business Risk05:32 The Fallacy of Tool Overload and Shelf-Ware06:27 Organizational Silos and Strategy Rethink07:34 Layered Security and Human Factors08:22 False Positives and Alert Fatigue09:07 The Reality of Attackers Only Need One Success09:59 Security Friction and User Experience11:06 Human Element and Social Engineering12:00 AI’s Role in Phishing and Attack Speed13:03 The Myth of AI Replacing Security Teams14:59 AI as an Enabler, Not a Replacer16:22 The Importance of Human Judgment and Experience17:44 Preparedness and Incident Response18:43 Backups and Ransomware Defense20:22 The Cost of Ransomware and Paying Ransoms21:27 Cybersecurity Spending and Risk Management24:30 Data Exploitation and Dark Web Risks25:44 Focus on Compliance and Risk Reduction28:46 Security Controls and Hardening Systems29:53 Conducting Gap Assessments and Simulations36:00 The Shift to Resilience in Cybersecurity36:31 The Reality of Being Hacked or Not38:44 The Normalization of Security Breaches39:41 Advice for New Security Professionals40:40 Lessons on Leadership and Communication42:11 Building a Security Culture and Team Engagement43:27 Final Remarks and Key Takeaways

Eryn Anitavi is an autistic speaker, strategist, and author who helps leaders and neurodivergent visionaries build tactical systems that turn chaos into clarity. She is the founder of Sapphire Partners and the creator of the Clarity Matrix framework, a structured approach to aligning vision, priorities, and execution in both life and business.In this episode, Eryn shares how her autism discovery in 2023 reshaped her understanding of herself and her work. We explore what it really means to build systems that reduce overwhelm, why accommodations benefit everyone, and how tools like AI are leveling the playing field for neurodivergent professionals.Eryn uses a simple but powerful lens: cookies, elevators, and gym equipment all exist because we build for different needs, and everyone benefits as a result. When we design for the minority, we make things better for the majority. That insight drives her mission to help small businesses succeed at a higher rate, which she sees as a humanitarian goal.She also shares the story behind her 2025 book, If Then: Neurodivergent Rulebook, and a creative project called the Wandering Flame, where readers drop the book in public places for strangers to find and add to. If you lead a team, run a business, or just want to stop fighting your own brain, this conversation is for you.About Eryn Anitavi 🧠✨🎤Autistic Speaker, Strategist, and Author | Founder of Sapphire Partners | Creator of the Clarity Matrix- 💼 https://www.linkedin.com/in/eryn-anitavi/- 📚 https://www.amazon.com/If-Then-Neurodivergent-Eryn-Anitavi-ebook/dp/B0FPL8M475?ref_=ast_author_mpbAbout Federico Ramallo ✨👨‍💻🌎🚀 Software Engineering Manager | 🛠 Founder of DensityLabs.io & PreVetted.ai | 🤝 Connecting 🇺🇸 U.S. teams with top nearshore 🌎 LATAM engineers- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast 🎧📡- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcast00:00 Introduction to Neurodivergence and Chaos04:43 Understanding Neurodivergent Leadership09:40 Supporting Neurodivergent Entrepreneurs13:58 Practical Strategies for Managing Neurodivergence23:44 The Importance of Accommodation and Self-Awareness28:47 Creating Peace in a Chaotic World29:10 The Role of AI in Empowering Neurodivergence35:59 AI as a Tool for Overcoming Oppression37:29 Restoring Hope Through AI37:58 The Clarity Codex: A New Approach to Energy Management46:41 The Wandering Flame Project: A Community Initiative

Philip Samuelraj is the Founder and CEO of Techjays. He argues that the real opportunity is workflow reimagination, not simple automation: agentic AI can handle repetitive work while humans move upstream into review, approval, audit, and higher level problem solving.Philip and Federico compare this shift to past disruptions like Excel replacing manual ledgers and ATMs changing banking roles. Philip says the biggest risk is people tying identity to old jobs, while the upside is redirecting human effort toward problems that were previously too expensive to solve.They explore near term wins such as intelligent bidding systems and operational workflows that scale without adding headcount, reducing coordination tax as companies grow. Philip explains that the hard part is not building agentic workflows but validating them, since these systems are probabilistic. He highlights the need for evaluation harnesses, reinforcement loops, observability, and clear quality metrics, and notes that reliability gets exponentially harder as you push from 80 to 90 to 99 plus, especially in safety critical domains.Philip also calls out hype and “AI wrapper” claims, emphasizing outcome based delivery and measurable gains. They touch on security, stressing authenticated environments, audit logs, and protections like prompt injection defenses. They close with advice to founders: obsess over the problem, think in first principles, and build solutions that create real business value, because SaaS survives through value creation and value capture, not packaging.About Philip Samuelraj:- https://www.techjays.com/About Federico Ramallo ✨👨‍💻🌎🚀 Software Engineering Manager | 🛠 Founder of DensityLabs.io & PreVetted.ai | 🤝 Connecting 🇺🇸 U.S. teams with top nearshore 🌎 LATAM engineers- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast 🎧📡- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcast00:00 Introduction to TechChase and AI's Role02:48 Reimagining Knowledge Work with AI05:50 The Paradigm Shift in Job Roles08:53 The Future of Problem Solving with AI11:27 Exciting Frontiers in AI and Agentic Engineering14:18 Workflow Reimagination vs. Automation17:23 The Impact of AI on Business Efficiency20:25 Testing and Validating AI Systems23:01 Building Trust in AI Models26:05 De-risking AI Implementations for Businesses29:46 Commitment to Client Success30:56 Common Mistakes in AI Integration33:18 Understanding AI's Potential35:35 Reliability in AI Systems38:02 Security in AI Implementations41:03 The Future of Conversational Agents48:14 Advice for Aspiring AI Founders

Chanda Coston is a business coach and strategist who helps women, especially 40 plus “third quarter entrepreneurs,” turn long held ideas into real businesses through clarity, strategy, and consistent execution. She explains why the third quarter matters: after the career and family phase, many people feel urgency to pursue work that finally feels meaningful, and they bring the maturity to move fast.Chanda shares the personal turning point that reshaped her path, losing her brother to gun violence, which pushed her to question impact and legacy. That experience led her into nonprofit work teaching life skills and entrepreneurship, and eventually into coaching and strategy, where she found what she loves most: helping someone take an idea from their head and heart and bring it to life.Her approach starts with defining what success looks like, then planning backward with clear goals and milestones so progress is measurable. She calls out a common trap: people consume information but do not execute. Her solution is structure and accountability, because consistent check ins raise follow through.On time management, Chanda recommends a calendar audit, tracking how each hour is spent for five days to reveal where time actually goes. From there, she uses time blocking, prioritization, and distraction control to make progress non negotiable. She also shares a simple productivity habit: work in focused blocks with short breaks to reset your brain and sustain energy, and limit daily priorities to one to three actions that directly move the goal forward.Chanda connects Lean Six Sigma to small business growth by treating the business as a system: remove bottlenecks, streamline workflows, and reduce the founder as a single point of failure so the business can scale. She also brings a Navy style risk mindset, encouraging entrepreneurs to ask what could go wrong, plan contingencies, and adapt to shifts like AI so they do not become obsolete.A key theme is self trust. Chanda often “lends” clients her confidence until they can see their own value and act on it. She also draws a boundary: if someone repeatedly avoids the work, the issue may be deeper than business strategy.About Chanda Coston- https://Chanda-co.com- https://www.instagram.com/chanda__co/- https://a.co/d/04s5LbPy- https://join.chanda-co.com/3day-clarity, About Federico Ramallo ✨👨‍💻🌎🚀 Software Engineering Manager | 🛠 Founder of DensityLabs.io & PreVetted.ai | 🤝 Connecting 🇺🇸 U.S. teams with top nearshore 🌎 LATAM engineers- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast 🎧📡- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcast00:00 Introduction to Chanda Coston and Her Mission01:43 The Importance of Entrepreneurship in Uncertain Times04:00 Understanding Third Quarter Entrepreneurs07:17 Creating Businesses for Your Life Season09:06 Defining Success and Setting Goals11:42 Time Management Mistakes New Entrepreneurs Make16:22 Productivity Hacks for Entrepreneurs19:26 Finding Balance and Productivity Techniques20:29 Streamlining Business Processes for Growth22:22 Understanding Risk and Obsolescence in Business25:24 Client Transformations: From Stuck to Confident28:37 Redefining Success in Entrepreneurship32:45 The Role of Mindset in Business Success36:01 Empowering Dreams and Personal Growth37:02 Lessons in Leadership and Tenacity

Jimi Gibson is VP of Brand Communications at Thrive Agency and a longtime marketing strategist with more than 25 years helping brands cut through noise with clear messaging. In this episode of the Pre Vetted Podcast, Jimi explains why the biggest shift in marketing right now is not just new tools, but a new discovery path: buyers are moving from keyword searches to conversational AI questions, and many businesses are becoming invisible as a result.Jimi breaks down what is changing between traditional SEO and large language models. Instead of relying on keywords and volume, AI systems build knowledge from many signals and prioritize trust. He introduces the E E A T framework, experience, expertise, authority, and trustworthiness, as a useful lens for getting found. The key idea: companies can no longer stay faceless. AI wants people, clear points of view, consistent expertise, and proof that others trust you.You will also hear practical actions founders can take in the next 30 days. Jimi recommends adding real author attribution on company content, writing from lived experience instead of generic AI copy, creating an FAQ page with concise answers, strengthening reviews and brand sentiment, and building authority through podcasts, YouTube transcripts, and thoughtful participation in communities like Reddit. He also suggests a simple self test: ask multiple AI models who you are and who the expert is in your category, then repeat every 90 days to track progress.One of the standout moments is Jimi’s Five Finger Method, a memorable framework for creating content that AI cannot imitate because it is rooted in your real story. Each finger prompts a different kind of message: your promise, your passion and relationships, your villain or point of defiance, your exact audience, and the unique thumbprint you want to leave on the world. Federico connects these ideas to engineering mindsets, hype versus reality in AI, and the importance of authentic human conversations in an era of synthetic content.About Jimi Gibson:- https://www.linkedin.com/in/jimi-gibson/- https://thriveagency.com/About Federico Ramallo ✨👨‍💻🌎🚀 Software Engineering Manager | 🛠 Founder of DensityLabs.io & PreVetted.ai | 🤝 Connecting 🇺🇸 U.S. teams with top nearshore 🌎 LATAM engineers- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast 🎧📡- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcast00:00 Introduction and guest background00:58 Jimmy Gibson's journey from magician to marketing expert05:00 The parallels between magic and marketing06:48 The noise problem in modern marketing and how to punch through it07:48 The biggest changes AI has brought to marketing11:21 The shift in search and visibility in the AI era16:47 Opportunities in AI for businesses to stand out18:17 Practical tips for founders to improve visibility29:38 The five finger method for creating compelling content31:12 Leveraging frameworks and consistency for AI visibility37:47 The importance of authentic, human-driven content39:54 Understanding AI as a tool, not a replacement40:39 The magic behind AI and the importance of transparency42:36 Historical perspective on automaton illusions and AI hype43:54 How to connect with Jimmy Gibson and Thrive Agency

Karthik Krishnamurthy is the CEO and Founder of Ascendion, an AI-native engineering company operating across 12 countries, including teams in Mexico, Brazil, and Colombia. Before starting Ascendion, he spent nearly two decades at Cognizant in senior leadership roles across digital, analytics, and AI. He is also the author of "AI Arbitrage Is The Next Frontier."In this episode, Karthik explains what it actually means to build an AI-native company from day one, and why most enterprises struggle to land AI despite investing heavily in it. He draws a sharp line between companies that consume AI and those that learn to produce with it, and argues that closing that gap is not a technology problem: it is a leadership problem.We cover how to connect top-down mandates with bottom-up innovation inside large organizations, the role of change management and outcome assurance in real AI transformations, and why contextualization is the difference between a demo and a deployed solution. Karthik also breaks down what he means by "AI arbitrage" and why he believes it is the next major frontier for competitive advantage.If you work inside a large organization trying to make AI real, or you are building a company and want to understand how the best engineering partners think about this moment, this conversation is worth your time.About Karthik Krishnamurthy 🚀🤖💼CEO and Founder of Ascendion | AI-Native Enterprise Engineering | Author of "AI Arbitrage Is The Next Frontier"- 💼 https://www.linkedin.com/in/karthik-krishnamurthy-8117424/- 🌐 https://ascendion.com/About Federico Ramallo ✨👨‍💻🌎🚀 Software Engineering Manager | 🛠 Founder of DensityLabs.io & PreVetted.ai | 🤝 Connecting 🇺🇸 U.S. teams with top nearshore 🌎 LATAM engineers- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast 🎧📡- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcast00:00 Introduction to Ascendion and Karthik's Vision02:13 The Challenge of AI ROI and Real-World Impact05:08 Defining AI Native: A New Paradigm07:33 The Importance of AI in Business Models10:12 Navigating AI in Enterprise: Governance and Process12:58 Contextualization and Customization in AI Solutions15:28 Consumption vs. Production of AI in Organizations17:54 Change Management and Leadership in AI Adoption20:39 The Future of Work: Human and AI Collaboration25:32 Contextualization and Change Management26:28 Defining Outcomes in Organizations28:11 Managing Agentic Frameworks30:06 The Importance of Contextualization31:38 Technology Standards and Human Accountability33:35 The Evolution of AI and Cloud Security33:58 Transformational Strategies for Organizations38:38 The Future of Roles in AI-Driven Organizations44:21 Understanding AI Arbitrage48:26 The Role of Storytelling in AI Engagement

Dr. Alex Roher, MD is a board certified anesthesiologist who reinvented his career after falling out of love with anesthesia and built SD Botox into a fast growing aesthetics business. He shares how he started in 2012 with only one procedure, renting a room from an esthetician, then learned business by doing it. He explains the turning point when he acquired a struggling practice that became his Pacific Beach location, and how the business expanded through organic growth and smart acquisitions, including rapid growth during the Covid era “Zoom Boom.” Today, SD Botox spans 11 locations across San Diego and Austin, built around four pillars: injectables, laser and energy based treatments, medical grade skincare, and esthetician services.Alex also explains the shift he sees in younger patients toward prevention and wellness. That led him to launch a sister company, Hormones and Wellness by SD Botox, focused on hormone replacement, peptides, diagnostics like labs and DEXA scans, and recovery tools like saunas, cold plunges, red light, and hyperbaric oxygen. He breaks down what a good aesthetic result means: subtle enough that no one can tell what you did, but clear enough that you look great. He also talks openly about safety, complications, and how learning from hard moments improved his standards, including adopting ultrasound.The conversation goes beyond aesthetics into leadership and life. Alex compares building a company to raising a teenager, describes the challenge of maturing from a small team into a more professional organization, and shares how he learned to step back from daily operations to focus on innovation. He and Federico discuss courage, failure, family support, and why real success is often built through small one percent improvements over time. The episode closes with a strong argument for preventative health and measuring what matters, so people can improve before problems become diagnoses.About Alex Roher:- https://sdbotox.com/- https://www.instagram.com/dralexnosebestAbout Federico Ramallo ✨👨‍💻🌎🚀 Software Engineering Manager | 🛠 Founder of DensityLabs.io & PreVetted.ai | 🤝 Connecting 🇺🇸 U.S. teams with top nearshore 🌎 LATAM engineers- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast 🎧📡- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcast00:00 Introduction to Dr. Alex Roher and SD Botox01:03 Transition from Anesthesia to Aesthetics06:10 The Wellness Revolution in Aesthetics09:43 Understanding Patient Motivations and Expectations16:46 The Joy of Instant Gratification in Aesthetic Procedures23:19 Finding Purpose and Balance in Life and Work26:02 Navigating the Growth of a Business28:30 Embracing Innovation and Risk30:09 The Value of Family Support34:49 Understanding Patient Concerns37:25 Learning from Medical Failures48:36 The Need for Preventative Healthcare

Khurram Hussain: Khurram Hussain is the founder and CEO of IRVINEi and Mojo Solutions and Services, and he is building OVAL, an edge AI home hub that brings compute, computer vision, and voice AI directly onto the device. In this conversation, Khurram explains why the future shifts from cloud to edge, with edge enabling lower cost, faster response, and stronger privacy because sensitive data can stay local instead of being monetized by large platforms. He shares the personal story that sparked the journey: his autistic son ran out of the house and the cameras recorded it, but the system did not understand the situation or alert him in time. That experience pushed him to ask why cameras cannot deliver meaningful, real time intelligence, and led to the conclusion that cloud based approaches are too expensive for always on vision and advanced reasoning at scale.Khurram frames OVAL as more than a smart home security product. He describes IRVINEi as an edge compute and software stack company, creating what he calls a new category: the AI Hub, similar to how the personal computer became a new category in the early 1980s. Smart home and security is the first “killer app” to introduce the platform, but he sees much broader applications in senior care, hospitals, and many industrial settings where real time monitoring can reduce workload, improve safety, and deliver faster decisions. He describes the “AI bodyguard” concept with examples like identifying threats at the door, detecting a fall inside the home, monitoring children near hazards like swimming pools, and recognizing unwanted or suspicious behavior, all by turning existing cameras from dumb recorders into intelligent sensors.Federico and Khurram also discuss how an open platform and future AI app store could let developers build specialized AI agents and apps on top of the OVAL stack, similar to how the iPhone app ecosystem evolved beyond what anyone could predict at launch. On traction, Khurram says they are in the final stage before production and expect shipments to start soon, with hundreds of customers already waiting and distribution plans across multiple channels. He closes with a broader mission: democratizing AI so individuals and organizations can benefit without handing control and private data to big corporations.About Khurram Hussain:- https://www.linkedin.com/in/khurram-hussain-060797361/About Federico Ramallo ✨👨‍💻🌎🚀 Software Engineering Manager | 🛠 Founder of DensityLabs.io & PreVetted.ai | 🤝 Connecting 🇺🇸 U.S. teams with top nearshore 🌎 LATAM engineers- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast 🎧📡- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcast00:00 Introduction to Edge AI and Oval02:43 The Evolution of Edge Computing05:22 Real-World Applications of Edge AI07:54 Understanding AI Bodyguards10:26 The Future of AI Apps and Development12:57 Challenges in Building AI Products15:26 The Vision for Irvine Eye and Future Plans18:05 Navigating the Journey of a Startup20:27 The Importance of Educating the Market23:20 Final Thoughts on AI and Its Future