Edtech Conversations with Fexingo: Online Learning, Schools, and Education Software
by Fexingo
Lucas and Luna examine the business of education technology, from K-12 software procurement to the economics of lifelong learning platforms. Each episode takes one specific edtech segment—adaptive tutoring algorithms, university-backed MOOC spinoffs, classroom hardware refresh cycles—and traces the revenue models, customer acquisition costs, and regulatory pressures that define it. They discuss real company cases: Byju's debt restructuring, PowerSchool's private equity play, Coursera's B2B pivot, and the slow adoption of AI grading tools in U.S. districts. Lucas brings the numbers—public filings, enrollment data, district IT budgets—while Luna asks about teacher buy-in, equity gaps, and what actually drives student outcomes beyond the pitch deck. The show is for product managers at edtech startups, school district administrators evaluating vendors, and investors tracking the sector's shift from growth-at-all-costs to profitability. No hype about 'transforming the classroom'—just the ac
Episodes
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The EdTech Subscription Trap That Costs Schools Millions
Every September, school districts across the United States face a recurring financial shock known as the subscription cliff. As of November 11, 2026, this structural inefficiency is draining billions from K-12 budgets while edtech vendors secure predictable recurring revenue regardless of actual...
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How AI Is Rewriting School Report Cards
We look at the quiet shift in K-12 education where automated grading systems are replacing teacher-written comments on student report cards. Lucas and Luna examine a pilot program at a mid-sized district using natural language generation to draft qualitative feedback. They explore the efficiency...
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The Silent Crisis In EdTech Teacher Support
We look at why the most expensive part of an education technology deal isn't the software license, but the human effort required to make it work. Using a specific case study of a mid-sized district rolling out a new analytics platform, we break down the hidden labor costs that drain teacher time...
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How EdTech Vendors Profit From Teacher Burnout
Most edtech vendors pitch their software as a tool to save teachers time. In reality, many products are designed to increase workload under the guise of 'engagement.' Lucas and Luna break down the unit economics of subscription-based learning platforms, revealing how churn rates and expansion...
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The Hidden Math of Student Retention Metrics
We dig into the economics of student retention in higher education, focusing on how one major university system turned around its dropout crisis by rethinking first-year advising. You will hear why retention is no longer just a support metric but a core revenue driver for public institutions…
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The EdTech Procurement Trap
School districts are drowning in software subscriptions that never get used. We look at the specific case of a mid-sized district that spent twelve million dollars on unconnected learning tools, only to realize their teachers were spending more time logging into separate portals than teaching.…
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The Hidden Math of EdTech Vendor Lock-In
We dig into the economics of vendor lock-in in school districts, using a specific case where a district got trapped by a single platform's interoperability restrictions. Lucas and Luna break down how data silos create hidden costs, why switching is harder than it looks, and what new federal...
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The Hidden Cost of EdTech Vendor Lock-In
School districts are discovering that the real expense of education software isn't the license fee, but the cost of leaving. We examine how proprietary data formats and complex integration requirements create vendor lock-in, forcing schools to pay double for interoperability or accept stranded...
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The EdTech Vendor That Actually Saves Teachers Time
Most edtech tools add work for teachers instead of subtracting it. In this episode, we examine the operational reality of integrating AI grading assistants into high school English departments. We look at a specific pilot in a mid-sized district where automated feedback reduced teacher prep time…
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The Hidden Economics of EdTech Subsidies
Most people assume edtech companies sell software to schools or students. In reality, the most profitable models today subsidize access for learners while monetizing data and enterprise integrations. We break down how platforms like Coursera and LinkedIn Learning flipped the B2C model into a…
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How Teachers Are Reclaiming Classroom Time
In this episode of Edtech Conversations with Fexingo, Lucas and Luna examine the growing movement of 'time sovereignty' in education. Rather than focusing on new tools or data privacy, they explore how educators are using simple digital workflows to reclaim lost hours from administrative…
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The Hidden Economics of AI Tutoring Platforms
We look at why the promise of one-on-one AI tutoring has stalled in K-12 classrooms, using a specific case study from a mid-sized district that spent two million dollars on an adaptive learning platform only to see student outcomes flatline. Lucas and Luna break down the unit economics of...
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Why Adaptive Learning Tools Fail in Real Classrooms
We dissect why adaptive learning algorithms, despite promising personalized education, often deepen achievement gaps rather than close them. Using recent data on algorithmic bias in K-12 software and the specific case of a major district abandoning its AI tutor, we explore the gap between...
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Why Schools Are Killing The LMS
School districts are quietly retiring their Learning Management Systems, but the replacement isn't another dashboard. We explore how educators are shifting toward 'invisible' infrastructure that embeds learning into existing tools like Google Workspace and Microsoft Teams. Using a specific pilot...
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The Hidden Math of Student Retention Metrics
We’re digging into how higher education institutions are finally abandoning vanity metrics like enrollment headcount in favor of granular, real-time student retention signals. Today’s focus is on a specific pilot at a mid-sized public university that used predictive analytics to identify at-risk...
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How Schools Use Data To Fix Learning Gaps
Most edtech platforms promise personalized learning, but few actually deliver it in a way that respects teacher autonomy. We look at how specific districts are using diagnostic data to drive micro-interventions rather than broad curriculum overhauls. By focusing on the mechanics of feedback loops...
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The Rise of Micro-Credentials in Higher Education
We explore how universities are moving beyond traditional degrees to offer bite-sized, industry-recognized certificates. With the S&P 500 showing resilience in October 2026, we look at why students and employers alike are valuing specific skills over four-year commitments. We analyze the economic...
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How Schools Are Scaling Personalized Learning
We dig into how district leaders are moving past pilot programs to scale personalized learning at a systemic level. Using a concrete example of a mid-sized district in Ohio that reduced remedial course loads by thirty percent, we explore the operational mechanics behind successful adoption. Lucas...
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How Adaptive Learning Actually Works In Classrooms
We sit down with Dr. Elena Rostova, founder of CogniPath, to unpack how adaptive learning algorithms are moving beyond simple multiple-choice quizzes into deep curriculum personalization. We look at the specific mechanics of knowledge graphs and why pilot programs in Ohio and California show...
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Why Your School District Hates The LMS
School districts are quietly dismantling the traditional Learning Management System. Lucas and Luna explore why administrators at a major urban district replaced their core platform with a lightweight, AI-native dashboard. We look at the specific data showing a forty percent drop in teacher...
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The Hidden Cost of Student Data Privacy
We talk about the real price schools pay when they trade student data for free software. In October 2026, with federal privacy rules tightening and state laws like California’s expanding, edtech companies face a new dilemma: monetize user data or build sustainable revenue models. Lucas and Luna...
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How Schools Are Buying Into The EdTech Illusion
Schools spent billions on digital tools that teachers barely used. This episode examines the specific mechanics of the 'shelfware' crisis in K-12 edtech, focusing on why pilot programs fail to scale and how procurement teams are finally shifting from feature-checking to workflow integration. We...
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Why Student Data Is The New Oil In EdTech
In this episode of Edtech Conversations, Lucas and Luna explore how student behavioral data has become the most valuable asset in education technology. Rather than focusing on test scores or attendance, we examine how companies are using clickstream data, time-on-task metrics, and interaction...
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Why School Districts Are Killing The LMS
School districts across the country are abandoning Learning Management Systems, but they are not replacing them with another monolithic platform. Instead, they are moving toward a modular stack of specialized tools. Lucas and Luna break down why the all-in-one LMS model failed to deliver on its...
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Why Schools Are Killing The LMS
School districts are finally ditching the traditional Learning Management System, a multi-billion dollar category that has become synonymous with digital clutter and teacher frustration. In this episode of Edtech Conversations with Fexingo, Lucas and Luna examine why legacy platforms like Canvas...
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How Schools Are Testing EdTech In Pilot Programs
School districts are finally moving away from blanket purchases of learning software. Instead, they are launching controlled pilot programs to test specific tools before committing budget. This episode examines the mechanics of a successful edtech pilot: selecting the right cohort, defining…
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How Schools Are Fixing The Digital Divide With Offline Learning
We explore the counterintuitive rise of offline-first edtech in districts where connectivity is unreliable or nonexistent. Focusing on a specific pilot program in rural Appalachia, we examine how schools are using local mesh networks and cached content to deliver high-quality instruction without...
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How Schools Are Measuring EdTech Success
Districts are finally moving past adoption metrics to measure actual learning outcomes. Lucas and Luna dissect the shift from counting logins to tracking skill mastery, using a specific case of a mid-sized district that cut its software budget by half while raising math proficiency scores. They...
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Why School Leaders Are Killing The LMS
In this episode, we explore the surprising trend of school districts abandoning traditional Learning Management Systems in favor of lightweight, modular tools. Lucas and Luna examine how the complexity of legacy platforms like Canvas or Blackboard is driving adoption toward simpler interfaces,...
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How Edtech Startups Are Scaling Beyond Schools
We explore the strategic pivot of edtech companies from B2C consumer apps to enterprise sales models targeting school districts and corporate training. Lucas examines the financial mechanics of longer sales cycles, higher contract values, and the specific compliance hurdles like FERPA that define...
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The Hidden Cost of EdTech Procurement
Lucas and Luna dissect the bureaucratic maze of school district procurement, focusing on how legacy software creates vendor lock-in. They explore a specific case where a mid-sized district spent eighteen months evaluating three competing platforms before settling on a solution that failed to...
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How Schools Are Fixing The Digital Divide With Offline Learning
Most edtech assumes a stable Wi-Fi connection, but in October 2026, the real bottleneck isn't software—it's infrastructure. We look at how rural districts and underfunded urban schools are bypassing cloud dependencies by adopting offline-first learning platforms. Using specific case studies from...
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Why Schools Are Ditching Digital Portfolios
School districts across the country are quietly abandoning digital student portfolios, a once-promising edtech category that promised to showcase holistic learning. We dig into why this shift is happening now, in October 2026, looking at the specific friction points between teacher workload and...
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The Hidden Cost of Digital School Infrastructure
Lucas and Luna examine why school districts are quietly replacing legacy student information systems. With October 2026 approaching, the focus shifts from flashy AI tutors to the unglamorous plumbing of education software. They analyze a specific case where a mid-sized district saved three…
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How AI Is Reshaping Teacher Collaboration
Most edtech tools are built for students, but the real bottleneck in modern schools is teacher collaboration. In this episode, Lucas and Luna examine how artificial intelligence is shifting from individual tutoring to team-based instructional design. We look at specific workflows where AI drafts...
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How Edtech Startups Are Pivoting To Enterprise Sales
Episode two hundred of EdTech Conversations with Fexingo explores the structural shift in the education technology market. We examine why promising classroom tools are being abandoned by school districts and acquired by enterprise software giants. Lucas and Luna dissect the financial mechanics...
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The Hidden Cost of Teacher Burnout in EdTech
We look at the paradox where technology designed to help teachers actually increases their workload. Lucas and Luna discuss how administrative tasks, data entry, and constant software updates are draining educators' time, leading to higher burnout rates. They examine specific examples from...
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How AI Grading Is Changing Teacher Workloads
We look at the quiet shift in K-12 education where automated essay scoring and algorithmic grading are moving from pilot programs to daily use. The conversation centers on a specific district’s experience with reducing teacher administrative time while grappling with the accuracy of machine...
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The Edtech Subscription Trap Schools Cannot Escape
Most school districts do not realize they are paying for software access, not ownership. We break down the hidden costs of perpetual licensing models that lock K-12 systems into recurring fees for tools like Canvas and Clever. By September twenty-sixth two thousand twenty-six, the shift from...
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The EdTech Teacher Burnout Crisis
We look at the specific mechanics of how adaptive learning platforms increase cognitive load for educators. Using a case study of a mid-sized district that adopted a new math curriculum, we explore why teacher retention dropped by fifteen percent despite better student scores. We discuss the…
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Why School Districts Are Finally Replacing Legacy Software
School districts across the country are undergoing a massive, quiet shift away from decades-old legacy software systems. This episode explores why administrators are finally pulling the plug on monolithic student information platforms in favor of modular, API-first tools. We look at the specific...
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The EdTech Teacher Burnout Crisis
In this episode, Lucas and Luna explore the unintended consequence of digital classroom tools: teacher burnout. While schools have spent billions on learning management systems and adaptive software, educators are spending their unpaid hours logging into multiple platforms to reconcile student...
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The Hidden Cost of EdTech Implementation
We are looking at the specific friction point where promising education software meets the reality of school infrastructure. Most districts fail not because the AI is bad, but because the login systems don't talk to each other. We break down the one technical decision that determines whether a…
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How Adaptive Learning Algorithms Are Changing Math Scores
We drill into the specific mechanics of adaptive learning algorithms in K-12 math software, using a case study from a mid-sized district that replaced static homework platforms with dynamic pathing. We break down the difference between mastery-based progression and traditional pacing, look at the...
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The AI Tutor Paradox in Schools
Lucas and Luna examine why school districts are doubling down on AI tutoring software despite poor adoption rates among students. They dive into the specific case of a mid-sized district that spent millions on personalized learning platforms only to see engagement stall at twenty percent. The…
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How Schools Are Using Student Data to Predict Dropout Risks
We look at the specific mechanics of predictive analytics in K-12 education, focusing on how early warning systems flag at-risk students before they leave. Lucas and Luna break down the difference between lagging indicators like attendance and leading indicators like engagement, using a...
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Why School Districts Are Buying Their Own Data
School districts are increasingly bypassing traditional EdTech vendors to build proprietary data warehouses, aiming for direct control over student information. Lucas and Luna examine the operational shift behind this trend, exploring how agencies like The Education Trust use independent analysis...
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The EdTech Contract Trap Schools Must Navigate
In this episode, we explore the hidden legal and financial risks in edtech procurement contracts that are costing school districts millions. Lucas and Luna break down why standard vendor agreements often lock schools into unfavorable data usage terms and renewal cliffs. We look at a specific case...
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How Student Data Silos Are Killing Personalized Learning
Schools are drowning in data but starving for insight because their technology stacks refuse to talk to each other. In this episode, we examine the 'data silo' problem facing modern edtech. Lucas and Luna break down why a district might pay for five different platforms that share zero…
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Why School Districts Are Buying Their Own Data
Most school districts are trapped in a subscription model where they pay vendors for access to their own student data. This episode examines the hidden costs of proprietary edtech platforms and how some forward-thinking districts are building internal data warehouses to break free from vendor...
About this show
Lucas and Luna examine the business of education technology, from K-12 software procurement to the economics of lifelong learning platforms. Each episode takes one specific edtech segment—adaptive tutoring algorithms, university-backed MOOC spinoffs, classroom hardware refresh cycles—and traces the revenue models, customer acquisition costs, and regulatory pressures that define it. They discuss real company cases: Byju's debt restructuring, PowerSchool's private equity play, Coursera's B2B pivot, and the slow adoption of AI grading tools in U.S. districts. Lucas brings the numbers—public filings, enrollment data, district IT budgets—while Luna asks about teacher buy-in, equity gaps, and what actually drives student outcomes beyond the pitch deck. The show is for product managers at edtech startups, school district administrators evaluating vendors, and investors tracking the sector's shift from growth-at-all-costs to profitability. No hype about 'transforming the classroom'—just the ac
Hosted by
Fexingo
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