Leapodcasts

Episode: 00336 Released on September 14, 2026 Description: In the second episode of LEAN: Law Enforcement Analyst Networks, Jason Elder talks with Ben Haiman, Executive Director of the National Association of Professional Staff in Public Safety (NAPSPS). Founded in 2025, NAPSPS is building a national network for professional staff working throughout law enforcement and public safety. Ben discusses the association’s focus on professional development, networking, and advocacy, along with the challenges professional staff can face when it comes to inclusion, compensation, leadership opportunities, and having a seat at the decision-making table. Jason and Ben also explore how analysts can move beyond producing reports to become problem solvers, trusted advisors, thought partners, and strategic leaders within their agencies. They discuss why analysts may benefit from connecting outside the traditional crime analysis community and how analysts can contribute their own expertise back to NAPSPS. This episode is part of LEAN: Law Enforcement Analyst Networks, connecting analysts with the associations, communities, and professional networks that support their growth. 🎧 Listen, share, and keep talking! [Note:  Description produced by ChatGPT.] Name Drops:  Dr. Jessica Herbert (00:24:04) Public Service Announcements: Kristi Barletta (https://www.leapodcasts.com/e/analyst-talk-kristi-barletta-the-leading-without-authority-analyst/) Brian Napolitano (https://www.leapodcasts.com/e/atwje-brain-napolitano-the-legend-of-tomorrow/) Megan Cruz (https://www.leapodcasts.com/e/analyst-talk-megan-cruz-from-burnout-to-leadership/) Related Links: https://napsps.org/ https://www.leapodcasts.com/e/analyst-talk-rethinking-crime-analyst-hiring-with-dr-jessica-herbert/ Association(s) Mentioned: NAPSPS Vendor(s) Mentioned: Contact:   [email protected] ;https://www.linkedin.com/in/marvin-ben-haiman/ Transcript: https://mcdn.podbean.com/mf/web/n6x7y9hb3689mgrv/BenHaimenNAPSPS_transcript.pdf Podcast Writer: Podcast Researcher: Theme Song: Written and Recorded by The Rough & Tumble. Find more of their music at www.theroughandtumble.com. Logo: Designed by Kyle McMullen. Please visit www.moderntype.com for any printable business forms and planners. Podcast Email: [email protected]  Podcast Webpage: www.leapodcasts.com  Podcast X: @leapodcasts 00:00:25 - Introducing Ben 00:03:15 - What is the National Association of Professional Staff in Public Safety? 00:14:34 - Are professional staff treated as second-class citizens? 00:24:04 - Analyst roles, standardization, and organizational culture 00:28:56 - Why law enforcement analysts should consider NAPSPS 00:31:54 - How analysts can contribute to the association 00:40:04 - "Professional staff are..." 

Episode: 00335 Released on September 7, 2026 Description: Welcome to the first episode of JAM: Jason and Mindy on Analyst Talk! After years of talking about doing a show together, Jason Elder and Mindy Yoon finally make it happen. In this quarterly series, Jason and Mindy discuss what’s on their minds in law enforcement analysis: what’s their jam, what’s not their jam, and whatever else comes up along the way. In this inaugural episode, Jason argues that analysts may be neglecting one of their most important clients: themselves. Jason and Mindy discuss using automation, dashboards, repeatable processes, and proactive analysis to make analysts more efficient and better prepared to serve everyone else. Then the conversation moves to farmers markets, crime prevention, situational awareness, and whether problem-oriented policing (POP) has lost some of its prominence even though many of its principles remain embedded in modern policing and crime analysis. Finally, things get a little less serious as Jason and Mindy discuss their personal “jams,” ’90s music, Pokémon, Titanic, Pulp Fiction, and Mindy’s theory that Titanic might actually be a time-travel movie. It’s law enforcement analysis, professional discussion, random rabbit holes, and plenty of jam. 🎧 Listen, share, and keep talking! [Note:  Description produced by ChatGPT.] Name Drops:  Dawn Reeby (00:14:00), Julie Wartell (00:20:37), Jeff Asher (00:23:50), Herman Goldstein (00:27:37), Sean Bair (00:49:11) Public Service Announcements: Kristi Barletta (https://www.leapodcasts.com/e/analyst-talk-kristi-barletta-the-leading-without-authority-analyst/) Brian Napolitano (https://www.leapodcasts.com/e/atwje-brain-napolitano-the-legend-of-tomorrow/) Megan Cruz (https://www.leapodcasts.com/e/analyst-talk-megan-cruz-from-burnout-to-leadership/) Related Links: https://popcenter.asu.edu/ Closing Time by Semisonic https://youtu.be/xGytDsqkQY8?si=7B_ZXfEJdaSy_1e3 Association(s) Mentioned: Vendor(s) Mentioned: Contact:  [email protected] Transcript: https://mcdn.podbean.com/mf/web/j6q2wxjqeafnthep/JAM01_transcript.pdf Podcast Writer: Podcast Researcher: Theme Song: Recorded by Michael Ramir C.  Year 2001. https://mixkit.co/free-stock-music/funk/   Voice from https://elevenlabs.io/ Official Logo: Designed by Kyle McMullen. Please visit www.moderntype.com for any printable business forms and planners. Podcast Email: [email protected]  Podcast Webpage: www.leapodcasts.com  Podcast X: @leapodcasts 00:00:50 - Introducing JAM 00:04:44 - The analyst as their own client 00:15:18 - Farmers markets, jam, and the analyst brain that never turns off 00:27:18 - Is problem-oriented policing losing its popularity? 00:36:13 - What was your jam? Music and the ’90s 00:48:51 - Next JAM: Flock cameras and ATAC 00:49:48 - The difficult art of ending a conversation 

Episode: 00334 Released on August 31, 2026 Description: Amy O’Neill didn’t set out to become a law enforcement analyst. After earning a geography degree, a temporary opportunity with Humberside Police introduced her to intelligence analysis and launched a career spanning tactical analysis, major investigations, leadership, and the UK’s National Crime Agency. In this episode, Amy discusses how geography and mapping shaped her analytical approach, including her Analyst Badge Story involving a prolific burglary group and an investigation that resulted in significant prison sentences. She also reflects candidly on a difficult transition into leadership, what she learned from the experience, and why failure ultimately helped make her a stronger leader. Amy also shares the story behind the revitalized IALEIA UK Chapter, its rapid growth, and an ambitious goal of hosting an international symposium by 2030. Her advice? Say yes to opportunities even when they’re uncomfortable but learn when to say no to the “can you just…” requests. 🎧 Listen, share, and keep talking! [Note:  Description produced by ChatGPT.] Name Drops:  Zoe Chenier (00:01:37), Bridget (00:11:49), Jon Larkin (00:38:04), Sophia Kwong (00:45:31) Public Service Announcements: Zoe Chenier (https://www.leapodcasts.com/e/analyst-talk-zoe-chenier-%e2%80%93-the-australian-retail-crime-analyst/) Svetlana Gubin (https://www.leapodcasts.com/e/atwje-svetlana-gubin-the-power-of-math/) Erica Logan (https://www.leapodcasts.com/e/analyst-talk-erica-logan-veterans-in-analysis/) Related Links: https://www.humberside.police.uk/ https://www.nationalcrimeagency.gov.uk/ IALEIA UK Chapter LinkedIn - https://www.linkedin.com/company/ialeia-united-kingdom-chapter/ Hanoi Burglary - https://www.ourwatchmember.org.uk/Alerts/A/467498 Association(s) Mentioned: IALEIA Vendor(s) Mentioned: Contact:  [email protected], https://www.linkedin.com/in/amy-o-506b42273/  Transcript: https://mcdn.podbean.com/mf/web/4mfj8qpwk4ccdywm/AmyONeill_transcript.pdf  Podcast Writer: Podcast Researcher: Theme Song: Written and Recorded by The Rough & Tumble. Find more of their music at www.theroughandtumble.com. Logo: Designed by Kyle McMullen. Please visit www.moderntype.com for any printable business forms and planners. Podcast Email: [email protected]  Podcast Webpage: www.leapodcasts.com  Podcast X: @leapodcasts 00:00:25 - Introducing Amy 00:02:22 - Discovering law enforcement analysis by accident 00:06:17 - Improving processes with Excel and pivot tables 00:11:08 - Becoming an intelligence analyst 00:14:20 - Strategic analysis and violent crime trends 00:15:58 - Analyst Badge Story: Operation Isobar 00:28:32 - Leaving Humberside for the National Crime Agency 00:33:19 - Returning as a leader and learning through failure 00:40:33 - Building the IALEIA UK Chapter 00:47:45 - Career advice: Say yes to opportunities 00:50:13 - Crafting, creativity, and life outside analysis 00:53:05 - Words to the World 

Episode: 00333 Released on August 24, 2026 Description: What motivates police officers to embrace proactive and evidence-based policing? In Episode 6 of Research Remix, Jason Elder and Jamie Roush examine a 2025 study by Peterson, Lum, and Koper exploring the factors that influence officers’ proactive policing activities. Jason and Jamie discuss the importance of organizational culture, supervisor expectations, training, experience, rewards, and accountability, and why simply telling officers to “be proactive” may not be enough. The conversation also turns to the role of law enforcement analysts. From developing analytical products that guide proactive deployments to evaluating whether an initiative actually worked, analysts can help turn research into practice. The episode also explores professional development for analysts, the value of gaining experience outside a single analytical specialty, and why organizations need to give analysts room to experiment, learn, and occasionally make mistakes. Research Remix takes academic research and asks the question that matters to working analysts: What does this mean for us? 🎧 Listen, share, and keep talking! [Note:  Description produced by ChatGPT.] Get to know more about Jamie by listening to his episode on Analyst Talk With Jason Elder: https://www.leapodcasts.com/e/atwje-jamie-roush-the-aha-moment-analyst/ Name Drops:  Public Service Announcements: Related Links: https://journals.sagepub.com/doi/10.1177/10986111251353521 https://americansebp.org/ Association(s) Mentioned: Vendor(s) Mentioned: Contact:  [email protected],  https://www.linkedin.com/in/jamie-roush-5b399967/ Transcript: Podcast Writer: Podcast Researcher: Theme Song: Written and Recorded by The Rough & Tumble. Find more of their music at www.theroughandtumble.com. Logo: Designed by Kyle McMullen. Please visit www.moderntype.com for any printable business forms and planners. Podcast Email: [email protected]  Podcast Webpage: www.leapodcasts.com  Podcast X: @leapodcasts 00:00:25 - Introducing Jamie 00:01:09 – What motivates proactive policing? 00:08:08 – Culture, leadership, and organizational support 00:13:25 – How analysts can support proactive policing 00:17:05 – Evaluation, professional development, and data-informed policing 00:20:35 – Specialization vs. broader analyst experience

Episode: 00332 Released on August 17, 2026 Description:  Matt Lambert has spent his career exploring where law enforcement analysis can take him from local crime analysis and federal contract support to geospatial data science and eventually supervising an analytical unit. In this episode, Matt joins host Jason Elder to discuss his unconventional path into the profession, his analyst badge story involving a years-long indecent exposure series, and what he learned when he moved from doing analytical work to leading the people who do it. Matt shares lessons from supervising analysts, including adapting to different personalities and learning styles, delegating work you know you could do yourself, advocating for analysts, building trust, creating a strong unit culture, and recognizing the qualities that help analysts thrive. Matt also offers advice for aspiring analysts trying to break into an increasingly competitive profession and explains why one principle has followed him throughout his career: always be a student of what you do. 🎧 Listen, share, and keep talking! [Note:  Description produced by ChatGPT.] This episode also contains the ever so funny segment Sh*t You Hear in the Office; as always, have one (or more) to share? Hit us up!~ Amanda Sienkiewicz (https://www.leapodcasts.com/e/analyst-talk-amanda-sienkiewicz-from-coca-cola-dreams-to-crime-scenes/) Steve Walter (https://www.leapodcasts.com/e/analyst-talk-steve-walter-rooted-in-oceanside-with-longevity-and-leadership/) Victoria Curtis (https://www.leapodcasts.com/e/analyst-talk-victoria-curtis-from-air-force-nerd-to-crime-analyst-intern/ Jennifer Scavotto (https://www.leapodcasts.com/e/analyst-talk-jennifer-scavotto-from-calls-to-cases-to-command/) Name Drops:  Amanda Bunger (00:05:23), Kevin Armstrong (00:53:35) Public Service Announcements: Zoe Chenier (https://www.leapodcasts.com/e/analyst-talk-zoe-chenier-%e2%80%93-the-australian-retail-crime-analyst/)  Svetlana Gubin (https://www.leapodcasts.com/e/atwje-svetlana-gubin-the-power-of-math/) Erica Logan (https://www.leapodcasts.com/e/analyst-talk-erica-logan-veterans-in-analysis/) Related Links: https://fsafederal.com/ https://www.tempe.gov/government/police https://chandlerazpd.gov/ Association(s) Mentioned: Vendor(s) Mentioned: Contact:  https://www.linkedin.com/in/lambert-matt/ Transcript:  https://mcdn.podbean.com/mf/web/64m65vqe5pwie5w2/MattLambert_transcript.pdf Podcast Writer: Podcast Researcher: Theme Song: Written and Recorded by The Rough & Tumble. Find more of their music at www.theroughandtumble.com. Logo: Designed by Kyle McMullen. Please visit www.moderntype.com for any printable business forms and planners. Podcast Email: [email protected]  Podcast Webpage: www.leapodcasts.com  Podcast X: @leapodcasts 00:00:25 - Introducing Matt 00:02:11 - Discovering the crime analysis profession 00:08:33 - Analyst Badge Story: The Roosevelt Exposer 00:17:08 - Leaving local law enforcement and finding the way back 00:20:53 - Becoming an analyst supervisor 00:24:23 - Delegating and transitioning from doer to leader 00:30:40 - Coaching different personalities and learning styles 00:34:25 - Advocating for analysts and giving them a seat at the table 00:43:41 - Advice for breaking into the profession 00:46:56 - Sh*t You Hear in the Office 00:54:41 - Words to the World

Episode: 00331 Released on August 10, 2026 Description:  What does an investigative analyst actually do? In this episode, Jason sits down with Vanessa Martinovici, Criminal Intelligence Analyst with the Rocky Mountain Information Network (RMIN), to discuss her journey from discovering the profession during a college internship to supporting complex investigations across the western United States. Vanessa explains how Regional Information Sharing Systems (RISS) support agencies with specialized analytical services, why investigative analysts have become indispensable in the digital evidence era, and how analysts contribute to child abuse, organized retail crime, and transnational investigations. She also shares insights into the Arizona Law Enforcement Analyst Academy, the growing specialization within the profession, and why stepping outside your comfort zone is essential for career growth. The conversation concludes with an important discussion on online child safety and the emerging challenges posed by AI-generated child sexual abuse material. 🎧 Listen, share, and keep talking! [Note:  Description produced by ChatGPT.] Name Drops:  Cassidy Richardson (00:06:19), Kris Mayes (00:14:35), Dr. Jessica Herbert (00:45:24), Mike and Brittany Winslow (01:04:05) Public Service Announcements: Zoe Chenier (https://www.leapodcasts.com/e/analyst-talk-zoe-chenier-%e2%80%93-the-australian-retail-crime-analyst/)  Svetlana Gubin (https://www.leapodcasts.com/e/atwje-svetlana-gubin-the-power-of-math/) Erica Logan (https://www.leapodcasts.com/e/analyst-talk-erica-logan-veterans-in-analysis/) Related Links: https://www.riss.net/centers/rmin/  https://www.aacaonline.org/ https://www.azag.gov/press-release/attorney-general-kris-mayes-announces-results-organized-retail-theft-task-force Association(s) Mentioned: Vendor(s) Mentioned: Contact:  https://www.linkedin.com/in/vanessa-m-36b01223a/ Transcript:  https://mcdn.podbean.com/mf/web/sbx59bn4gatuzbff/VanessaMartinovici_transcript.pdf Podcast Writer: Podcast Researcher: Theme Song: Written and Recorded by The Rough & Tumble. Find more of their music at www.theroughandtumble.com. Logo: Designed by Kyle McMullen. Please visit www.moderntype.com for any printable business forms and planners. Podcast Email: [email protected]  Podcast Webpage: www.leapodcasts.com  Podcast X: @leapodcasts 00:00:25 - Introducing Vanessa 00:02:25 - Discovering law enforcement analysis through an internship 00:07:10 - Analyst Badge Story: Romanian organized retail crime and EBT fraud investigation 00:15:31 - Joining the Rocky Mountain Information Network (RMIN) 00:18:41 - What RISS is and how it supports law enforcement 00:23:53 - How agencies request analytical support 00:28:31 - Common misconceptions about RISS 00:34:10 - Analyst Badge Story: Child abuse investigation through digital evidence 00:45:24 - Types of law enforcement analysts and increasing specialization 00:57:11 - Arizona Law Enforcement Analyst Academy 01:07:05 - Advice for analysts 01:08:17 - Personal interest: Learning to shoot firearms 01:11:15 - Words to the World: AI-generated child exploitation concerns

Episode: 00330 Released on August 3, 2026 Description:  What happens when you review 850 analytical job postings spanning nearly three years? Dr. Jessica Herbert did exactly that, and what she found should make every law enforcement leader rethink how they hire analysts. In this episode, Jason and Jessica discuss the disconnect between job postings and the actual work today's analysts perform. They examine why many agencies continue recycling outdated job descriptions, why technical skills like SQL and Python are often overlooked, and how organizations should rethink hiring, onboarding, and professional development. Whether you're hiring your first analyst, managing an established crime analysis unit, or planning your own career, this conversation provides practical guidance on preparing the analytical workforce for the future.  🎧 Listen, share, and keep talking! [Note:  Description produced by ChatGPT.] Get to know more about Jessica by listening to his episodes on Analyst Talk With Jason Elder: https://www.leapodcasts.com/e/atwje-dr-jessica-herbert-idea-to-impact/  Name Drops:  Deborah Osborne (01:10:30) Public Service Announcements: Chris Mason (https://www.leapodcasts.com/e/analyst-talk-chris-mason-the-silver-lining-analy Abigail W. (https://www.leapodcasts.com/e/analyst-talk-abigail-w-%e2%80%93-the-storytelling-analyst/) st/) Related Links: Website: www.asbatracoaching.com for all things coaching leadership and people Substack: https://drjessicaherbert.substack.com/  Website: https://asbatra.com/  Access to the first white paper: asbatra.com/from-my-desk Association(s) Mentioned: Vendor(s) Mentioned: Contact:  www.linkedin.com/in/drjessicaherbert, [email protected], Instagram: @asbatracoach Transcript:  Podcast Writer: Podcast Researcher: Theme Song: Written and Recorded by The Rough & Tumble. Find more of their music at www.theroughandtumble.com. Logo: Designed by Kyle McMullen. Please visit www.moderntype.com for any printable business forms and planners. Podcast Email: [email protected]  Podcast Webpage: www.leapodcasts.com  Podcast X: @leapodcasts 00:00:25 - Introducing Jessica 00:04:03 - The biggest disconnects between job postings and real analyst work 00:11:02 - Why agencies overlook technical skills like SQL and Python 00:16:24 - Hiring for skills versus hiring for organizational fit 00:27:08 - Modern interviewing for analytical positions 00:35:39 - Specialist or generalist? Defining the analyst role 00:49:12 - Why analysts need SOPs and documented workflows 00:58:24 - How analytical positions evolve or disappear 01:05:08 - Who should lead change in the profession? 01:09:21 - Final thoughts and how to connect with Jessica

Episode: 00329 Released on July 27, 2026 Description:  Can numbers really tell the truth, or can they tell any story we want them to? In this episode of Before You Leap, Jason Elder and Randy Stickley tackle one of the most misunderstood aspects of intelligence and crime analysis: the interpretation of numbers. The discussion explores why percentages can create a false sense of certainty, the difference between confidence and probability, how statistics can unintentionally mislead decision-makers, and why analysts must think beyond the spreadsheet. They also discuss forecasting versus estimation, the importance of data governance, communicating uncertainty, and why every analyst should consider how their work may ultimately be interpreted or even defended in court. If you've ever presented crime trends, intelligence assessments, or statistical reports, this conversation will change the way you think about numbers. 🎧 Listen, share, and keep talking! [Note:  Description produced by ChatGPT.] Get to know more about Randy by listening to his episodes on Analyst Talk With Jason Elder: https://www.leapodcasts.com/e/atwje-randy-stickley-the-self-promoter/ https://www.leapodcasts.com/?s=BeforeYouLeap  Name Drops:  Public Service Announcements: Abigail W. (https://www.leapodcasts.com/e/analyst-talk-abigail-w-%e2%80%93-the-storytelling-analyst/) Chris Mason (https://www.leapodcasts.com/e/analyst-talk-chris-mason-the-silver-lining-analyst/) Related Links: Rethinking Thought https://www.amazon.com/dp/B0DJ82G1PL/ref=tsm_1_fb_lk Sherman Kent – Words of Estimative Probability https://en.wikipedia.org/wiki/Words_of_estimative_probability   Association(s) Mentioned: IALEA Vendor(s) Mentioned: Contact:  [email protected]; https://www.linkedin.com/in/randall-stickley-36b0a5109/ Transcript:  https://mcdn.podbean.com/mf/web/gmh3f9qnbr68neg6/BYL13_transcript.pdf Podcast Writer: Podcast Researcher: Theme Song: Written and Recorded by The Rough & Tumble. Find more of their music at www.theroughandtumble.com. Logo: Designed by Kyle McMullen. Please visit www.moderntype.com for any printable business forms and planners. Podcast Email: [email protected]  Podcast Webpage: www.leapodcasts.com  Podcast X: @leapodcasts 00:00:25 - Introducing Randy 00:01:30 - Why numbers can be misleading 00:04:20 - False precision and confidence vs. probability 00:11:25 - How decision-makers interpret statistics 00:18:30 - Federal vs. local use of probability assessments 00:19:45 - Crime analysis, data governance, and trend interpretation 00:24:45 - Before You Leap: "Numbers can say anything"

Episode: 00328 Released on July 20, 2026 Description:  What can U.S. analysts learn from Australia's intelligence community? Jason sits down with Zoe Chenier, Lead Senior Intelligence Analyst and President of the IALEIA Australian Chapter, to discuss her journey from discovering crime analysis by accident to becoming a leader in strategic intelligence. The conversation explores Australia's unique policing structure, analyst training, real-time crime centers, emergency management during COVID, organized retail crime, and why analysts need feedback to thrive. Zoe also shares lessons from working in both law enforcement and the private sector, along with practical advice for analysts looking to grow their careers. Whether you're new to analysis or leading an intelligence team, this episode offers valuable international perspectives on the profession. 🎧 Listen, share, and keep talking! [Note:  Description produced by ChatGPT.] Name Drops:  Ryan Maloney (00:18:06 & 00:31:38), Shamal Singh (00:31:38), Phil Thompson/Tom Batterbee (00:44:25).  Public Service Announcements: Abigail W. (https://www.leapodcasts.com/e/analyst-talk-abigail-w-%e2%80%93-the-storytelling-analyst/) Chris Mason (https://www.leapodcasts.com/e/analyst-talk-chris-mason-the-silver-lining-analyst/) Related Links: https://www.auror.co/  https://ialeia.org/ialeia_australia_chapter.php https://www.griffith.edu.au/study/criminology https://aipio.com.au/  Tina Turner Nutbush City Limits https://www.youtube.com/watch?v=xTiLknvewlM Association(s) Mentioned: AIPIO Vendor(s) Mentioned: I2 Contact:  https://www.linkedin.com/in/zoe-chenier-hinde-56543b206/, [email protected] Transcript:  https://mcdn.podbean.com/mf/web/pegv3us8bvgayv25/ZoeChenier_transcript.pdf Podcast Writer: Podcast Researcher: Theme Song: Written and Recorded by The Rough & Tumble. Find more of their music at www.theroughandtumble.com. Logo: Designed by Kyle McMullen. Please visit www.moderntype.com for any printable business forms and planners. Podcast Email: [email protected]  Podcast Webpage: www.leapodcasts.com  Podcast X: @leapodcasts 00:00:25 - Introducing Zoe 00:02:25 - Discovering crime analysis through an unexpected career path 00:09:00 - First analyst position, real-time crime center, and intelligence training 00:35:06 - Leading strategic intelligence during COVID and statewide emergency management| 00:44:07 - Organized retail crime and bridging retailers with law enforcement 01:05:30 - IALEIA Australia, professional development, and growing the analyst community 01:26:10 - Australia Misnomers 01:33:00 - Words to the World: Think outside the square

Episode: 00327 Released on July 13, 2026 Description:  Investigative genetic genealogy is helping solve cold cases, identify unknown victims, and generate leads that traditional investigative methods could not uncover. But where do law enforcement analysts fit into this rapidly evolving field? In the inaugural episode of LEAN (Law Enforcement Analysis Networks), host Jason Elder speaks with Christine Fiechter and Kimm Barnes of the newly formed Investigative Genetic Genealogy Association (IGGA). Christine and Kimm explain the fundamentals of investigative genetic genealogy, how DNA matches and family trees are used to develop investigative leads, and some of the common misconceptions surrounding the practice. They introduce IGGA’s mission and its three pillars of education, networking, and professionalism while discussing the association’s role in bringing together professionals from law enforcement, genealogy, forensic science, academia, and the private sector. The conversation also explores opportunities for law enforcement analysts to enter the IGG field, training pathways, gaining leadership support, the advantages and challenges faced by smaller agencies, and the evolving legal and ethical landscape surrounding IGG. Whether you are already working with investigative genetic genealogy or simply curious about where your analytical skills could take you next, this episode demonstrates why analysts may already possess one of the most important IGG skills: the ability to connect the dots. LEAN (Law Enforcement Analysis Networks) is a recurring Analyst Talk series connecting analysts with the professional associations, communities, and networks that can support their careers and professional growth. Each LEAN episode introduces an organization of interest to the law enforcement analysis profession, explores what it does and who it serves, and highlights opportunities for analysts to learn, connect, contribute, and get involved.  🎧 Listen, share, and keep talking! [Note:  Description produced by ChatGPT.] Name Drops:  Bryan Kohberger (00:19:00), Michelle Kennedy (00:39:53)  Public Service Announcements: Abigail W. (https://www.leapodcasts.com/e/analyst-talk-abigail-w-%e2%80%93-the-storytelling-analyst/) Jeff Vandersip (https://www.leapodcasts.com/e/jeffrey-vandersip-the-crackerjack-analyst/) Chris Mason (https://www.leapodcasts.com/e/analyst-talk-chris-mason-the-silver-lining-analyst/) Related Links: https://igg-assoc.org/ https://www.ramapo.edu/igg/certificate-program/ https://www.uniteddataconnect.com/home Jeff Vandersip’s Analyst Badge Stoy on a IGG investigation - https://www.leapodcasts.com/e/jeffrey-vandersip-the-crackerjack-analyst/ (00:24:40) DOJ Interim Policy on Forensic Genetic Genealogical DNA Analysis and Searching - https://www.justice.gov/olp/page/file/1204386/dl IGG Glossary: Investigative Genetic Genealogy (IGG) - The use of DNA analysis and genealogical research to identify unknown individuals, including criminal suspects and unidentified human remains. Forensic Investigative Genetic Genealogy (FIGG) - Another term used for investigative genetic genealogy, emphasizing its forensic application. Single Nucleotide Polymorphism (SNP) Profile - A detailed DNA profile containing genetic markers used to identify biological relationships between individuals. Short Tandem Repeat (STR) Profile - The type of DNA profile traditionally used in CODIS and other forensic DNA identification systems. GEDmatch Pro - The law enforcement portal of GEDmatch that allows authorized comparison of eligible DNA profiles for investigative purposes. Genetic Match List - A list of individuals who share measurable amounts of DNA with the unknown person represented by a SNP profile. Reverse Engineering a Family Tree - The IGG process of starting with DNA matches, identifying their common ancestors and family relationships, and working toward the unknown individual. Centimorgan - A unit used to measure genetic linkage and estimate the biological relationship between individuals who share DNA. Whole Genome Sequencing (WGS) - A laboratory process used to sequence an individual's DNA and potentially develop data suitable for investigative genetic genealogy. Bioinformatics - Computational processes used to analyze, process, and sometimes improve the usability of DNA sequencing data. Unidentified Human Remains (UHR) - Human remains for which the identity of the deceased has not been established. Misattributed Parentage - A situation in which a presumed biological relationship, such as parentage, differs from the actual genetic relationship. Direct-to-Consumer DNA Testing - Commercial genetic testing services that allow individuals to submit DNA samples for genealogy, ancestry, or other personal purposes. Opt-In Consent - A process requiring users to affirmatively permit their DNA profiles to be compared with law enforcement samples. Pre-Tree-Building Analysis - The analytical evaluation of DNA matches before constructing family trees to determine which matches and research strategies are most likely to advance an IGG investigation. Association(s) Mentioned: IGGA Vendor(s) Mentioned: Contact:   Christine Fiechter: [email protected] https://www.linkedin.com/in/christinefiechter/ Kimm Barnes: [email protected] https://www.linkedin.com/in/kimm-barnes/ Transcript:  https://mcdn.podbean.com/mf/web/6d3iz6gxtyffkh8z/IGGA_transcripts.pdf Podcast Writer: Podcast Researcher: Theme Song: Written and Recorded by The Rough & Tumble. Find more of their music at www.theroughandtumble.com. Logo: Designed by Kyle McMullen. Please visit www.moderntype.com for any printable business forms and planners. Podcast Email: [email protected]  Podcast Webpage: www.leapodcasts.com  Podcast X: @leapodcasts 00:00:25 – Introducing LEAN and the Investigative Genetic Genealogy Association 00:02:48 – What Is Investigative Genetic Genealogy? 00:10:24 – DNA Databases, GEDmatch, FamilyTreeDNA, and Common Misconceptions 00:16:05 – Cold Cases, Unidentified Remains, and Other Uses of IGG 00:23:35 – Why the Investigative Genetic Genealogy Association Was Created 00:27:29 – IGGA’s Mission, Membership, Education, and Professional Community 00:34:28 – Where Law Enforcement Analysts Fit into Investigative Genetic Genealogy 00:38:30 – Training, Building an IGG Network, and Getting Started 00:40:26 – Selling IGG to Leadership and Opportunities for Smaller Agencies 00:44:28 – Legal Issues, Ethics, Standards, and the Future of IGG

Episode: 00326 Released on July 6, 2026 Description:  Kristi Barletta has built a career around understanding the why behind crime, policing, and organizational decision-making. With 17 years in law enforcement and 12 years in law enforcement analysis, Kristi has progressed from intern to analyst, director, and member of police command staff. In this episode, Kristi shares how experiences in accreditation, dispatch, criminal investigations, and executive administration prepared her to build an analyst position from the ground up. She discusses leading without authority, earning credibility within a police department, and why analysts should have a voice in operational and strategic decisions. Kristi also takes listeners inside her work addressing gun violence through social network analysis, focused deterrence, impact players, custom notifications, and cross-jurisdictional collaboration. She explains how strong data practices, relationships, and consistent processes helped reduce shootings and prevent retaliation. The conversation also explores implementing data-driven policing strategies, introducing change without overwhelming officers, reducing traffic crashes, the importance of professional staff in command-level discussions, and why analysts need to get out from behind their computers to better understand the communities represented in their data. 🎧 Listen, share, and keep talking! [Note:  Description produced by ChatGPT.] Name Drops:  Deb Piehl (01:24:56), Robert Greene/David Simon/Thomas Abt (01:27:14), Brendon Burchard/Adam Grant (01:27:30) Public Service Announcements: Chris Mason (https://www.leapodcasts.com/e/analyst-talk-chris-mason-the-silver-lining-analyst/) Abigail W. (https://www.leapodcasts.com/e/analyst-talk-abigail-w-%e2%80%93-the-storytelling-analyst/) Related Links: https://www.hatfield.org/departments/police/ https://www.ojp.gov/ncjrs/virtual-library/abstracts/data-driven-approaches-crime-and-traffic-safety-ddacts-operational https://dvicphila.org/(X(1)S(gffd442h5nmxkthpa0o2q4eu))/default.aspx https://www.arcadia.edu/ https://www.insideoutcenter.org/ Books: The 48 Laws of Power by Robert Greene Mastery by Robert Greene Homicide: A Year on the Killing Streets by David Simon Bleeding Out Thomas Abt High Performance Habits by Brendon Burchard Think Again by Adam Grant Hidden Potential by Adam Grant Association(s) Mentioned: IALEIA, LEIU, IACP Vendor(s) Mentioned: Contact:  https://www.linkedin.com/in/kristi-barletta-b05267378/ Transcript:  https://mcdn.podbean.com/mf/web/f5quy97zd28mrvyr/KristiBarletta_transcript.pdf Podcast Writer: Podcast Researcher: Theme Song: Written and Recorded by The Rough & Tumble. Find more of their music at www.theroughandtumble.com. Logo: Designed by Kyle McMullen. Please visit www.moderntype.com for any printable business forms and planners. Podcast Email: [email protected]  Podcast Webpage: www.leapodcasts.com  Podcast X: @leapodcasts 00:00:25 - Introducing Kristi 00:02:22 - Discovering the law enforcement analysis profession 00:15:16 - Nearly leaving law enforcement before becoming an analyst 00:20:11 - Learning to lead without authority 00:28:18 - Building a new analyst position and identifying gun violence as a priority 00:32:00 - Using data, social networks, and focused strategies to reduce shootings 00:44:16 - When a drug dealer asked police for help preventing retaliation 00:51:41 - Serving on command staff as a civilian analyst 01:04:26 - Leaving Norristown and building another analyst position at Hatfield 01:10:49 - Using data-driven strategies to reduce traffic crashes 01:16:16 - What works in policing and why strategy execution breaks down 01:23:06 - Member of IACP 01:26:44 - Personal Interests:  Reading & Painting 01:29:45 - Words to the World

Episode: 00325 Released on June 29, 2026 Description:  John Canada III returns to the podcast nearly five years after his first appearance to share the next chapter of his remarkable journey. John discusses his transition from the Broward Sheriff's Office to becoming an Intelligence Research Specialist with the ATF, including insights into the federal hiring process, writing samples, and adapting from local to federal analytical work. He also talks about the second edition of his book, Running to a New Beginning: My Brain Rewired, and how epilepsy surgery, lifelong learning, exercise, and mentorship have shaped his mission to help others facing similar challenges.  🎧 Listen, share, and keep talking! [Note:  Description produced by ChatGPT.] Name Drops:  Public Service Announcements: Join our podcast team! LEAPodcasts is looking for volunteer researchers to help create resources and content for the law enforcement analysis profession. Interested individuals can send a brief email along with a resume, CV, or short bio to [email protected]. Related Links: https://www.amazon.com/Running-New-Beginning-John-Canada-ebook/dp/B093Z4JXW9 https://www.usajobs.gov/ Original Episode:  https://www.leapodcasts.com/e/atwje-john-canada-iii-the-playing-hooky-analyst/ Association(s) Mentioned: Vendor(s) Mentioned: Contact:  [email protected]; https://www.linkedin.com/in/johncanada/   Transcript:  https://mcdn.podbean.com/mf/web/re7bdchfn6afqi8t/JohnCanadaNewBook-02.pdf Podcast Writer: Podcast Researcher: Theme Song: Written and Recorded by The Rough & Tumble. Find more of their music at www.theroughandtumble.com. Logo: Designed by Kyle McMullen. Please visit www.moderntype.com for any printable business forms and planners. Podcast Email: [email protected]  Podcast Webpage: www.leapodcasts.com  Podcast X: @leapodcasts 00:00:25 - Re-Introducing John 00:02:05 - Transitioning from Broward Sheriff’s Office to ATF 00:03:33 - Federal analyst interview and writing sample 00:13:07 -  Local vs. federal analysis work 00:21:28 - Updating Running to a New Beginning 00:32:24 - Epilepsy mentorship and advocacy 

Episode: 00324 Released on June 22, 2026 Description:  Dr. Paige Keningale returns to Analyst Talk to discuss the journey from podcast host to earning her PhD while living and teaching in Abu Dhabi. Paige shares her experiences at Rabdan Academy, the role of virtual reality in police education, the impact of AI on intelligence work, and the lessons she learned through the doctoral process. The conversation explores her research into intelligence-led policing in the United Kingdom, the concept of structural drift, ongoing challenges facing analysts, and the gap between academia and practitioners. Paige also discusses her current research on gender and intelligence operations and reflects on the importance of resilience, curiosity, and lifelong learning. 🎧 Listen, share, and keep talking! [Note:  Description produced by ChatGPT.] Name Drops: Dawn Reeby/Nadia Tuominen/Dr. Andreas Olligschlaeger (00:02:02), President James Morse (00:12:14), Dr. Narji (00:16:54), Dr. John Harrison (00:20:23), Professor Karen Bullock/Professor John Garland/Professor Andrew King (00:20:37), John McGuire (00:28:45), Jerry Radcliffe (00:40:23), Peter Sheptycki/Nina Cope/Martin Innes (00:42:19)  Public Service Announcements: Join our podcast team! LEAPodcasts is looking for volunteer researchers to help create resources and content for the law enforcement analysis profession. Interested individuals can send a brief email along with a resume, CV, or short bio to [email protected]. Related Links: https://ra.ac.ae/en/faculty/bio/paige-keningale https://www.acia.org.uk/podcasts https://www.leapodcasts.com/?s=Dawn%20Reeby https://www.leapodcasts.com/?s=Nadia%20Tuominen https://www.leapodcasts.com/?s=Andreas%20Olligschlaeger Key Terms: Intelligence-Led Policing (ILP) - A policing philosophy that uses intelligence and analysis to guide decision-making and prioritize resources. National Intelligence Model (NIM) - The framework adopted in the United Kingdom to support intelligence-led policing. Structural Drift - The gradual divergence between the intended design of a framework and how it actually functions in practice. Virtual Reality Training - The use of immersive technology to simulate crime scenes and investigative environments for educational purposes. Imposter Syndrome - Feelings of self-doubt and inadequacy despite demonstrated accomplishments. Intelligence Cycle - The process of planning, collection, processing, analysis, dissemination, and evaluation of intelligence. Association(s) Mentioned: ACIA Vendor(s) Mentioned: Contact:  https://www.linkedin.com/in/dr-paige-keningale-2a025b155/  Transcript:  https://mcdn.podbean.com/mf/web/4p7g8q2aawsr4ujc/PhdPaigeKeningale_transcript.pdf Podcast Writer: Podcast Researcher: Theme Song: Written and Recorded by The Rough & Tumble. Find more of their music at www.theroughandtumble.com. Logo: Designed by Kyle McMullen. Please visit www.moderntype.com for any printable business forms and planners. Podcast Email: [email protected]  Podcast Webpage: www.leapodcasts.com  Podcast X: @leapodcasts 00:00:25 Introducing Paige 00:06:20 Rabdan Academy, practical education, VR, and AI 00:15:09 Abu Dhabi and life in the UAE 00:19:22 The PhD journey and lessons learned 00:28:32 Intelligence-led policing, the National Intelligence Model, and structural drift 00:40:56 Future research, Star Wars, and Words to the World

Episode: 00323 Released on June 15, 2026 Description:  Chris Mason has spent more than two decades serving as a law enforcement analyst with the Riverside County Sheriff's Department. Along the way, he has worked assignments in criminal intelligence, homicide, station operations, and public health overdose surveillance. He also serves as a director for the Association of Law Enforcement Intelligence Units (LEIU). In this episode, Chris discusses his journey from aspiring police officer to analyst, the importance of networking, intelligence operations, interdisciplinary partnerships, leadership, adapting to change, and the role analysts play in supporting public safety beyond traditional crime analysis. He also shares lessons learned from career setbacks, the importance of marketing analytical value, and why understanding your "why" can help sustain a long and fulfilling career. 🎧 Listen, share, and keep talking! [Note:  Description produced by ChatGPT.] Name Drops: Brian Gray (00:04:54, Podcast Link), Dave Madden/Kent Wurgest (00:22:15), Jeff Asher (00:57:45, Podcast Link), Mike Hestrin (00:58:47) Public Service Announcements: Join our podcast team! LEAPodcasts is looking for volunteer researchers to help create resources and content for the law enforcement analysis profession. Interested individuals can send a brief email along with a resume, CV, or short bio to [email protected]. Related Links: https://www.riversidesheriff.org/ https://www.leiu.org https://www.amazon.com/Start-Why-Leaders-Inspire-Everyone/dp/1591846447 https://www.youtube.com/TheDiaryOfACEO Key Terms: AB 109 - California legislation that shifted responsibility for many offenders from state parole to county supervision. 28 CFR Part 23 - Federal guidelines governing criminal intelligence systems and protecting civil rights. CalGangs - California's shared gang intelligence database. FI Card - Field Interview card documenting contacts with individuals. JTTF - Joint Terrorism Task Force. Naloxone Leave Behind Program - Program that provides overdose reversal medication to reduce fatal overdoses. ODNI - Office of the Director of National Intelligence. Responsibility to Provide - Post-9/11 philosophy emphasizing proactive information sharing. RHODA - Riverside Overdose Data Action Program. Association(s) Mentioned: LEIU, IALEIA Vendor(s) Mentioned: CellHawk, GeoTime Contact:  https://www.linkedin.com/in/chris-mason-43ba6013 Transcript:  https://mcdn.podbean.com/mf/web/dc8u444qhivmanz8/ChrisMason_transcript.pdf Podcast Writer: Podcast Researcher: Theme Song: Written and Recorded by The Rough & Tumble. Find more of their music at www.theroughandtumble.com. Logo: Designed by Kyle McMullen. Please visit www.moderntype.com for any printable business forms and planners. Podcast Email: [email protected]  Podcast Webpage: www.leapodcasts.com  Podcast X: @leapodcasts 00:00:25 Introduction to Chris Mason 00:02:04 Discovering law enforcement analysis 00:10:24 Education, internships, and preparation 00:15:29 The importance of networking 00:20:17 Starting in criminal intelligence 00:38:39 Move to San Bernardino Probation 00:45:26 Returning to Riverside and finding the silver lining 00:50:48 Public health, overdose surveillance, and interdisciplinary work 01:27:03 Personal Interest: Martial Arts 01:29:41 Words to the World: Know your why

Episode: 00322 Released on June 8, 2026 Description:  What happens when a newspaper reporter becomes a crime and intelligence analyst? In this episode of Analyst Talk, Abigail shares her unique journey from journalism and marketing into law enforcement analysis. She discusses how storytelling became one of her greatest analytical strengths, why qualitative data can be just as powerful as statistics, and what it was like building an analysis program from the ground up in an agency that had never had an analyst before. Abigail also discusses her work supporting child exploitation and human trafficking investigations, the growing threat of online extremist groups targeting children, peer support for first responders, and the importance of networking across the profession. Along the way, she offers practical advice on writing, communication, training, and finding opportunities to demonstrate value within an agency. The episode also features another entertaining installment of "Shit You Hear in the Office," including stories involving ceiling crawl spaces, office tomato farms, and analysts watching movies on their second monitor. Whether you are a new analyst, an experienced practitioner, or someone interested in the future of public safety analysis, Abigail delivers valuable insights on leadership, service, and making an impact through analytical work. 🎧 Listen, share, and keep talking! [Note:  Description produced by ChatGPT.] This episode contains the ever-so funny segment Sh*t You Hear in the Office; as always, have one (or more) to share? Hit us up! Erin Havelka (https://www.leapodcasts.com/e/analyst-talk-erin-havelka-the-intern-turned-mentor-analyst/)  Angie Stroda (https://www.leapodcasts.com/e/analyst-talk-angie-stroda-from-corporate-world-to-crime-analysis/) Glenn Fueston (https://www.leapodcasts.com/e/analyst-talk-glenn-fueston-%e2%80%93-agree-100-the-300th-episode/)  Scott Keay (https://www.leapodcasts.com/e/analyst-talk-dr-scott-keay-improving-intelligence-analysis-in-policing/) Name Drops: Christopher Bruce/Glen Mills/Nick Roy (00:22:10), Chris Delaney (00:23:50), Joe Scaramucci (00:28:58), Karen Schmerler/Dawn Reeby (00:43:03) Public Service Announcements: Join our podcast team! LEAPodcasts is looking for volunteer researchers to help create resources and content for the law enforcement analysis profession. Interested individuals can send a brief email along with a resume, CV, or short bio to [email protected]. Related Links: https://nctc.counterdrug.org/ https://skullgames.org/ https://napsps.org/ Association(s) Mentioned: NAPSPS Vendor(s) Mentioned: Contact:  https://www.linkedin.com/in/abigail-w-66809912b/ Transcript:  https://mcdn.podbean.com/mf/web/ycyekurzpvv4sag2/AbigailW_Transcript.pdf Podcast Writer: Podcast Researcher: Theme Song: Written and Recorded by The Rough & Tumble. Find more of their music at www.theroughandtumble.com. Logo: Designed by Kyle McMullen. Please visit www.moderntype.com for any printable business forms and planners. Podcast Email: [email protected]  Podcast Webpage: www.leapodcasts.com  Podcast X: @leapodcasts 00:00:25 Introducing Abigail 00:01:23 Discovering crime analysis through journalism 00:12:22 Starting as an analyst in a new unit 00:24:35 Human trafficking and child exploitation investigations 00:37:59 Pursuing graduate education 00:41:07 Advice for analysts and networking 00:48:29 Sh*t You Hear in the Office 00:59:32 Personal Interest:  Growing up in a family of ten children 01:05:39 Words to the World

Episode: 00321 Released on June 1, 2026 Description:  This week on Analyst Talk with Jason Elder, we celebrate six years of LEAPodcasts and Analyst Talk. Jason is joined by co-founder Mindy Duong for a candid conversation reflecting on more than 300 episodes, the evolution of the law enforcement analysis profession, and the lessons learned from building a volunteer-driven podcast community. Together they discuss generational perspectives in the workplace, annual reviews, mentoring, information sharing, survey results, future podcast initiatives, and the importance of preserving analyst stories for future generations. The episode also provides a behind-the-scenes look at the podcast's growth since launching during the COVID era, including upcoming plans to explore professional associations beyond IACA and IALEIA, demystify vendor tools used by analysts, and expand educational content for the profession. As always, the show wraps up with a fan-favorite edition of "Don't Be That Analyst," featuring practical lessons and humorous reminders from listeners. Whether you've been listening since Episode 1 or recently discovered the show, this anniversary episode is a celebration of the analyst community and everyone who has helped define the profession one episode at a time. 🎧 Listen, share, and keep talking! [Note:  Description produced by ChatGPT.] This episode contains the fan favorite segment "Don't Be That Analyst." Got any tips or stories you'd like to share? Let us know via [email protected] or on any of our social media accounts! Cody Gabbard (https://www.leapodcasts.com/e/atwje-cody-gabbard-the-call-from-portland/) Chris Bruno (https://www.leapodcasts.com/e/atwje-christopher-bruno-we-do-talk-about-bruno/) Shannon Kail (https://www.leapodcasts.com/e/atwje-shannon-kail-intercontinental-pizza-party/) Emily Blackburn (https://www.leapodcasts.com/e/atwje-emily-blackburn-two-screen-diva/) Cynthia Peterman (https://www.leapodcasts.com/e/atwje-cynthia-peterman-living-the-analyst-dream/) Name Drops: Sam Gwinn (00:13:38), David McClocklin (00:46:38) Public Service Announcements: Join our podcast team! LEAPodcasts is looking for volunteer researchers to help create resources and content for the law enforcement analysis profession. Interested individuals can send a brief email along with a resume, CV, or short bio to [email protected]. Related Links: AI Series:  https://www.leapodcasts.com/?s=AI Deep Dives:  https://www.leapodcasts.com/p/deep-dives/ IALEIA Episodes:  https://www.leapodcasts.com/p/ialeia/ Association(s) Mentioned: JIRN, ACJS Vendor(s) Mentioned: Contact:  [email protected]    Transcript: https://mcdn.podbean.com/mf/web/3gazkwtwdzzhuw96/6thAnniversary_transcript.pdf  Podcast Writer: Podcast Researcher: Theme Song: Written and Recorded by The Rough & Tumble. Find more of their music at www.theroughandtumble.com. Logo: Designed by Kyle McMullen. Please visit www.moderntype.com for any printable business forms and planners. Podcast Email: [email protected]  Podcast Webpage: www.leapodcasts.com  Podcast X: @leapodcasts 00:00:25 Introduction 00:01:35 How LEAPodcasts survived beyond COVID 00:06:11 Behind the scenes of podcast production 00:15:22 Generational perspectives in the workplace 00:21:06 Annual reviews, performance evaluations, and surveys 00:25:07 LEAPodcasts Volunteer Researcher Promo 00:33:38 Survey results and the future of LEAPodcasts 00:38:45 Exploring new associations for analysts 00:40:17 Upcoming vendor-focused podcast series 00:45:36 AI, IALEIA, and recent podcast initiatives 00:47:12 LEAPodcasts Volunteer Researcher Promo 00:56:57 Don't Be That Analyst 01:11:11 Six Years of Lessons Learned 01:12:41 Final Thoughts and Anniversary Closing

Episode: 00320 Released on May 25, 2026 Description:  This week on Analyst Talk, Jason sits down with Nick Barker, Criminal Intelligence Analyst Supervisor with the Athens-Clarke County Police Department, to discuss his journey from band nerd and underwater crime scene investigations student at Florida State University to leading a cutting-edge Real Time Crime Center. Nick shares how a dropped phone helped unravel a multi-county commercial burglary ring tied to more than 150 burglaries, how cell site analysis became one of his specialties, and why critical thinking is one of the most important skills an analyst can develop. He also discusses the challenges of building a Real Time Crime Center from the ground up, balancing technology with community trust, and how analysts can become trusted partners by getting out from behind the desk. Plus, Nick shares an emotional analyst badge story involving a gang-related murder investigation that highlights the real-world impact analysts can have on victims’ families and the pursuit of justice. 🎧 Listen, share, and keep talking! [Note:  Description produced by ChatGPT.] This episode contains the new segment "Don't Be That Supervisor;" got any tips or stories you'd like to share? Let us know via [email protected] or on any of our social media accounts! Josh Todd (https://www.leapodcasts.com/e/atwje-josh-todd-the-adirondack-analyst/ ) Kevin Mitchell (https://www.leapodcasts.com/e/atwje-kevin-mitchell-the-it-specialist/) Jan Mondale (https://www.leapodcasts.com/e/atwje-jan-mondale-inquiring-minds/) Emily Blackburn (https://www.leapodcasts.com/e/atwje-emily-blackburn-two-screen-diva/) Name Drops: Nikki North (00:40:39), Steve Gottlieb (00:55:29), Sarah Wright/Nate Berger (01:06:13) Public Service Announcements: Join our podcast team! LEAPodcasts is looking for volunteer researchers to help create resources and content for the law enforcement analysis profession. Interested individuals can send a brief email along with a resume, CV, or short bio to [email protected]. Related Links: https://www.accgov.com/200/Police/police https://criminology.fsu.edu/ https://leadsonline.com/cellhawk Association(s) Mentioned: RTCCA Vendor(s) Mentioned: Cellhawk Contact:  https://www.linkedin.com/in/nick-barker-39540284/    Transcript:  https://mcdn.podbean.com/mf/web/2vmcagtm9jrmepsb/NickBarker_transcript.pdf  Podcast Writer: Podcast Researcher: Theme Song: Written and Recorded by The Rough & Tumble. Find more of their music at www.theroughandtumble.com. Logo: Designed by Kyle McMullen. Please visit www.moderntype.com for any printable business forms and planners. Podcast Email: [email protected]  Podcast Webpage: www.leapodcasts.com  Podcast X: @leapodcasts 00:00:17 Introducing Nick 00:02:17 Discovering law enforcement analysis 00:04:41 Underwater crime scene investigations 00:07:37 Florida Highway Patrol and facial recognition fraud cases 00:11:11 Transitioning to Athens Clarke County 00:17:50 Commercial burglary ring and cell site analysis 00:20:44 Joining CellHawk 00:24:24 Building a Real Time Crime Center 00:39:38 Community concerns and public transparency 00:48:13 Analyst badge story: gang-related murder investigation 00:54:33 Advice for analysts 00:58:22 Don’t Be That Supervisor segment 01:07:49 Baseball, softball, and community policing 01:12:23 Words to the World

Episode: 00319 Released on May 18, 2026 Description:  This week on Analyst Talk with Jason Elder, Debbie Osborne returns to the podcast to discuss the release of the second edition of her new book, Elements of Crime Patterns: A Foundation for Theory and Practice. Debbie explains how the book serves as a practical thinking tool for analysts, investigators, researchers, and criminal justice students seeking to better understand the mechanics of crime patterns and serial offending. The conversation explores the importance of qualitative data, modus operandi information, and why better crime reporting is essential for identifying linked crimes and improving public safety. Debbie also shares how the book can help analysts articulate and justify their reasoning when identifying patterns, while providing exercises, critical thinking guidance, and real-world crime scenarios. Jason and Debbie discuss the future role of AI in improving crime reports, the challenge of creating standards across law enforcement agencies, and how Debbie’s upcoming crime analyst novel series will bring these concepts to life through storytelling. 🎧 Listen, share, and keep talking! [Note:  Description produced by ChatGPT.] Name Drops: Brandy Schiber (00:08:35) Public Service Announcements: Join our podcast team! LEAPodcasts is looking for volunteer researchers to help create resources and content for the law enforcement analysis profession. Interested individuals can send a brief email along with a resume, CV, or short bio to [email protected]. Related Links: https://www.routledge.com/Elements-of-Crime-Patterns-A-Foundation-for-Theory-and-Practice/Osborne/p/book/9781041217305 https://mcdn.podbean.com/mf/web/n62tcyy26n82q2fn/Elements_of_Crime_Patterns_Flyer_26AFLY16i30j.pdf  Use code 26AFLY1 for a 20% discount https://www.leapodcasts.com/page/3/?s=osborne https://deborahosborne.com/ Association(s) Mentioned: Vendor(s) Mentioned: Contact:  https://www.linkedin.com/in/deborah-osborne-ba9735368/   Transcript:  https://mcdn.podbean.com/mf/web/jpw9fg7y7renaism/DebbieOsborneNewBook_transcript.pdf  Podcast Writer: Podcast Researcher: Theme Song: Written and Recorded by The Rough & Tumble. Find more of their music at www.theroughandtumble.com. Logo: Designed by Kyle McMullen. Please visit www.moderntype.com for any printable business forms and planners. Podcast Email: [email protected]  Podcast Webpage: www.leapodcasts.com  Podcast X: @leapodcasts

Episode: 00318 Released on May 11, 2026 Description:  What happens when an analyst trusts the data even when no one else does? This week on Analyst Talk with Jason Elder, host Jason Elder sits down with Brandy Schiber to discuss her unique journey into law enforcement analysis, from studying psychology and criminal behavior to becoming a respected intelligence analyst and instructor. Brandy shares how professors helped shape her path away from clinical psychology and into intelligence analysis, where her passion for understanding behavior and identifying patterns found a home. Brandy dives into several career defining cases, including a multi state serial robbery investigation where predictive analysis identified the exact gas station the offender would target next. She also opens up about difficult lessons involving office politics, integrity, and the emotional toll of cases where analysts are not heard quickly enough. The conversation explores intelligence led policing, geographic profiling, the importance of internships, returning to the profession after time away, and how analysts can continue learning throughout their careers. Brandy also discusses her work with International Association of Law Enforcement Intelligence Analysts and her efforts to strengthen outreach and support for analysts entering the field. From predictive analysis to professional integrity, this episode is a powerful reminder that analysts must stay curious, stay ethical, and always let the data tell the story. 🎧 Listen, share, and keep talking! [Note:  Description produced by ChatGPT.] Name Drops: Steve Young (00:05:18), Patrick Lewis (00:06:59), Jason Warren (00:21:08), Kim Rossmo (00:28:42), Betty Pitel/Sylvia Gomez (00:55:22) Ben Marconi (01:06:32), Phil Powell/Olivia Moore/Kelly Kimsey (01:18:00), Jerry Ratcliffe (01:29:31) Public Service Announcements: Robert Aboumitri (https://www.leapodcasts.com/e/analyst-talk-robert-aboumitri-the-triple-v-analyst/) Megan Cruz (https://www.leapodcasts.com/e/analyst-talk-megan-cruz-from-burnout-to-leadership/) Dr. Greg Thomas (https://www.leapodcasts.com/e/analyst-talk-dr-greg-thomas-%e2%80%93-from-organized-crime-to-geoint/) Related Links: www.ialeia.org Geographic Profiling - https://www.ecricanada.com/ https://www.amazon.com/Mans-Search-Meaning-Viktor-Frankl/dp/0807014273 https://www.goodreads.com/book/show/17899948-rebecca https://www.amazon.com/Lost-Keys-Freemasonry-Also-Fraternity/dp/B002X7QPQ6 Association(s) Mentioned: IALEIA Vendor(s) Mentioned: Contact:  https://www.linkedin.com/in/brandy-thomas-ms/  Transcript:  https://mcdn.podbean.com/mf/web/jakkkppiksp7zupj/BrandySchiber_transcript.pdf  Podcast Writer: Podcast Researcher: Theme Song: Written and Recorded by The Rough & Tumble. Find more of their music at www.theroughandtumble.com. Logo: Designed by Kyle McMullen. Please visit www.moderntype.com for any printable business forms and planners. Podcast Email: [email protected]  Podcast Webpage: www.leapodcasts.com  Podcast X: @leapodcasts 00:00:17 – Introducing Brandy 00:09:13 – Eidetic memory and dyslexia discussion 00:13:42 – Why graduate school became necessary 00:19:11 – Graduate internship with Texas OIG 00:22:53 – Moving to South Carolina and CompStat work 00:27:24 – Break: Aboumitri, Cruz, & Thomas 00:28:42 – Predicting a serial robbery suspect’s next target 00:40:30 – Serial offender investigations in San Antonio 00:45:27 – Office politics and analyst integrity 00:50:39 – The serial rapist investigation 01:05:19 – Break: Aboumitri, Cruz, & Thomas 01:06:16 – Leaving analysis to become an instructor 01:08:53 – Returning to the profession after five years away 01:16:05 – Building IALEIA strategic outreach 01:25:29 – Brandy’s passion for reading and psychology 01:29:31 – Words to the World: Be a lifelong learner

Episode: 00317 Released on May 4, 2026 Description:  This week on Analyst Talk, Jason sits down with Timothy J. Smith, a former CIA analyst who helped reshape how intelligence professionals think about data and decision-making. Tim shares his journey from building a UN voting analysis tool that uncovered global alignment trends to leading the development of the Global Power Index (an effort focused on quantifying national power in a meaningful, actionable way). He explains how analysts can turn complex, qualitative concepts into measurable insights, while still acknowledging uncertainty. The conversation also dives into analytic tradecraft, emphasizing how clear writing and audience-focused communication are essential for impact. Whether you're working with data, briefing leadership, or refining your craft, this episode offers practical lessons on turning analysis into influence. 🎧 Listen, share, and keep talking! [Note:  Description produced by ChatGPT.] Name Drops: David Singer (00:22:40), David Cariens (01:18:21) Public Service Announcements: Robert Aboumitri (https://www.leapodcasts.com/e/analyst-talk-robert-aboumitri-the-triple-v-analyst/) Megan Cruz (https://www.leapodcasts.com/e/analyst-talk-megan-cruz-from-burnout-to-leadership/) Dr. Greg Thomas (https://www.leapodcasts.com/e/analyst-talk-dr-greg-thomas-%e2%80%93-from-organized-crime-to-geoint/) Related Links: https://www.cia.gov/ https://www.rand.org/ https://rcmp.ca/en https://www.amazon.com/Thinking-Fast-Slow-Daniel-Kahneman/dp/0374533555 Association(s) Mentioned: Vendor(s) Mentioned: Contact:  https://www.linkedin.com/in/timothy-j-smith-66b1b9173/ , [email protected]    Transcript:  https://mcdn.podbean.com/mf/web/aengqh3v6usnjep7/TimSmith_transcript.pdf  Podcast Writer: Podcast Researcher: Theme Song: Written and Recorded by The Rough & Tumble. Find more of their music at www.theroughandtumble.com. Logo: Designed by Kyle McMullen. Please visit www.moderntype.com for any printable business forms and planners. Podcast Email: [email protected]  Podcast Webpage: www.leapodcasts.com  Podcast X: @leapodcasts 00:00:17 – Introducing Timothy 00:04:13 – Getting recruited by the CIA 00:10:55 – Building the UN voting tool 00:17:41 – Developing the Global Power Index 00:30:12 – Break: Aboumitri, Cruz, & Thomas 00:32:22 – Measuring hard-to-quantify concepts 00:51:09 – Transition to consulting & training 00:52:32 – Break: Aboumitri, Cruz, & Thomas 00:58:17 – Writing principles for analysts 01:11:22 – Advice for analysts 01:14:00 – Personal Interests:  Out of the Park Baseball 01:20:53 – Word to the World

Episode: 00316 Released on April 27, 2026 Description:  This week on Analyst Talk with Jason Elder, Jason sits down with Dr. Scott Keay, a seasoned intelligence analyst turned academic, to explore his 20-year journey in law enforcement analysis and beyond. Scott shares how curiosity, travel, and mentorship shaped his career, from early days supporting tactical policing to leading innovative analytical work and contributing to major investigations. He dives into the evolution of intelligence analysis, the challenges of integrating analysts into policing, and the importance of evidence-based practices. The conversation also highlights his transition into academia, the recent development of his book Improving Intelligence Analysis in Policing, and his passion for advancing the profession through research and education. This episode is packed with insight on bridging theory and practice, building effective analyst units, and why analysts must remain teachable and proactive in their craft. 🎧 Listen, share, and keep talking! [Note:  Description produced by ChatGPT.] Name Drops: Lawrence Sherman/John Eck (00:09:26), Janet Evans/Cody Gabbard (00:12:11), Stuart Kirby (00:20:11), Rachel Boba-Santos (00:26:35), Jerry Ratciffe/Nina Cope/Mark Evans (00:36:15), Malcolm Sparrow/Ken Pease (00:55:41), Steve Marrin (01:10:56), Keith Jackson/Paige Keningale/Dani Williams/Helen Taylor/Steve French/Jeremy Levin/Alexis Cran (01:25:46) Public Service Announcements: Dr. Eliann Carr on the Crime Analyst Census Survey Link to survey:  https://form.jotform.com/251745683433058 Dr. Andrew Wheeler on his new book:  Large Language Models for Mortals https://crimede-coder.com/cdcstore/product/large-language-models-for-mortals/ Promo code: LEAPLLM to get $20 off the book purchase Related Links: https://www.routledge.com/Improving-Intelligence-Analysis-in-Policing/Kirby-Keay/p/book/9781032914817 https://www.acia.org.uk/ https://www.leapodcasts.com/?s=acia https://www.edgehill.ac.uk/ https://www.lancashire.police.uk/  Association(s) Mentioned:  IALEIA, ACIA Vendor(s) Mentioned: Contact:  [email protected], https://www.linkedin.com/in/scottkeay/ Transcript:  https://mcdn.podbean.com/mf/web/6gb2xbty2cv8m5w6/ScottKeay_Transcript.pdf  Podcast Writer: Podcast Researcher: Theme Song: Written and Recorded by The Rough & Tumble. Find more of their music at www.theroughandtumble.com. Logo: Designed by Kyle McMullen. Please visit www.moderntype.com for any printable business forms and planners. Podcast Email: [email protected]  Podcast Webpage: www.leapodcasts.com  Podcast X: @leapodcasts 00:00:17 – Introducing Scott 00:01:00 – Scott Keay’s Background and Career Start 00:05:30 – First Experiences as an Analyst 00:12:00 – Early Challenges in Intelligence Analysis 00:20:30 – Problem-Oriented Policing and Impact 00:42:00 – Analyst Badge Story: CSE Case Study 00:50:30 – Transition from Policing to Academia 01:07:00 – Writing Improving Intelligence Analysis in Policing 01:24:00 – Advice for Analysts and Police Leaders 01:38:30 – Words to the World

Episode: 00315 Released on April 20, 2026 Description:  In this episode of Analyst Talk with Jason Elder, Megan Cruz shares her journey from discovering law enforcement analysis after 9/11 to becoming a crime analyst supervisor with the Richmond Police Department. With 13 years of experience and a Master’s in Homeland Security, Megan reflects on early challenges with confidence, the importance of curiosity in analysis, and how a Newton Swoope helped identify a theft series tied to a drug operation. She also discusses working a complex serial assault case, the impact of burnout during the 2020 civil unrest, and her return to the profession with a renewed sense of purpose. Megan offers insight into leading a rebuilding unit, balancing specialization and generalization, and why analysts must recognize their value in shaping decisions and supporting public safety. 🎧 Listen, share, and keep talking! [Note:  Description produced by ChatGPT.] This episode contains the fan-favorite segment “Don't Be That Analyst”! Amanda Schenk (https://www.leapodcasts.com/e/atwje-amanda-schenk-the-successful-applicant/) Mandy Calley (https://www.leapodcasts.com/e/atwje-mandy-calley-go-gators/) Patrick Baldwin (https://www.leapodcasts.com/e/patrick-baldwin-snake-bit-by-technology/) Anthony Bush (https://www.leapodcasts.com/e/atwje-anthony-bush-jail-calls-rock/) Cynthia Peterman (https://www.leapodcasts.com/e/atwje-cynthia-peterman-living-the-analyst-dream/) Name Drops:  Chris Cruz (00:00:44 https://www.leapodcasts.com/e/analyst-talk-christopher-cruz-from-analyst-to-technologist-to-ai-leader/ https://www.leapodcasts.com/e/atwje-chris-cruz-the-crowned-jewel-analyst/  ), Dr. Jerry Radcliffe (00:55:59) Public Service Announcements: Dr. Eliann Carr on the Crime Analyst Census Survey Link to survey:  https://form.jotform.com/251745683433058 Dr. Andrew Wheeler on his new book:  Large Language Models for Mortals https://crimede-coder.com/cdcstore/product/large-language-models-for-mortals/ Promo code: LEAPLLM to get $20 off the book purchase Related Links: https://www.rva.gov/police https://vsp.virginia.gov/stay-informed-if-you-know-something-or-see-something-say-something/ https://onlinelibrary.wiley.com/doi/abs/10.1002/jip.1566  Association(s) Mentioned:  Vendor(s) Mentioned: Contact:  https://www.linkedin.com/in/megan-cruz-m-s-88861421b/ Transcript:  https://mcdn.podbean.com/mf/web/cyfj6jmx8uyqucrx/MeganCruz_transcript.pdf Podcast Writer: Podcast Researcher: Theme Song: Written and Recorded by The Rough & Tumble. Find more of their music at www.theroughandtumble.com. Logo: Designed by Kyle McMullen. Please visit www.moderntype.com for any printable business forms and planners. Podcast Email: [email protected]  Podcast Webpage: www.leapodcasts.com  Podcast X: @leapodcasts 00:00:00 Introduction to Megan Cruz 00:02:00 Discovering law enforcement analysis after 9/11 00:06:00 Fusion centers vs real time crime centers explained 00:18:00 Using Newton Swoop to solve a theft series 00:28:00 Working a serial assault case and linking incidents 00:34:00 Burnout during 2020 and stepping away from policing 00:40:00 Returning as a supervisor and rebuilding a unit 00:50:00 Advice for analysts confidence and curiosity 01:04:42 Don’t Be That Analyst 01:16:09 Words to the World

Episode: 00314 Released on April 13, 2026 Description:  In this episode of Analyst Talk with Jason Elder, recently retired RCMP analyst Robert Aboumitri shares insights from a 24 year career that helped shape modern communications data analysis including analyzing 46 billion call detail records in a landmark international investigation. A certified expert witness in communications data analysis and geospatial analysis, with 24 years of RCMP experience and international investigative work, Robert brings a unique perspective to the evolution of intelligence work. From pioneering cell site analysis to building specialized analytical units and training analysts worldwide, he breaks down the Triple V of modern data, volume which refers to the massive amounts of data being created, variety which reflects the many different formats and sources of data, and velocity which captures the speed at which data is generated and must be processed. He further discusses the growing role of technical skills and the realities of managing analysts while reminding us that behind every dataset are real people impacted by the work. 🎧 Listen, share, and keep talking! [Note:  Description produced by ChatGPT.] Name Drops:  David Grabelski (00:01:14 https://www.leapodcasts.com/e/analyst-talk-david-grabelski-the-life-triangle/ ) Public Service Announcements: Dr. Eliann Carr on the Crime Analyst Census Survey Link to survey:  https://form.jotform.com/251745683433058 Dr. Andrew Wheeler on his new book:  Large Language Models for Mortals https://crimede-coder.com/cdcstore/product/large-language-models-for-mortals/ Promo code: LEAPLLM to get $20 off the book purchase Related Links: Intelct.com IA + AI - https://www.linkedin.com/pulse/analyst-algorithm-how-turn-ai-your-ultimate-wingman-robert-aboumitri-ozkie/ https://rcmp.ca/en https://en.wikipedia.org/wiki/Assassination_of_Rafic_Hariri  Gazette Article:  https://share.google/n7T9OzxM1PpSKR3FZ  Association(s) Mentioned:  Vendor(s) Mentioned: Contact:  https://www.linkedin.com/in/robert-aboumitri/ Transcript:  https://mcdn.podbean.com/mf/web/wruuqhirvuhww823/Robert_Aboumitri_transcriptbahoy.pdf Podcast Writer: Podcast Researcher: Theme Song: Written and Recorded by The Rough & Tumble. Find more of their music at www.theroughandtumble.com. Logo: Designed by Kyle McMullen. Please visit www.moderntype.com for any printable business forms and planners. Podcast Email: [email protected]  Podcast Webpage: www.leapodcasts.com  Podcast X: @leapodcasts 00:00:17 – Introducing Robert 00:01:00 – From marketing research to intelligence analyst after 9/11 00:09:30 – Discovering cell site analysis and Excel-driven breakthroughs 00:13:30 – UN investigation and analyzing 46 billion records 00:23:30 – Building a communications data analysis unit 00:34:30 – Data challenges: volume, variety, velocity and AI 00:44:00 – Managing analysts and matching strengths to roles 01:03:00 – Words to the World  

Episode: 00313 Released on April 6, 2026 Description:  In this special deep dive episode, Jason Elder sits down with Kelly Kimsey to walk through everything you need to know about the 2026 LEIU/IALEIA Annual Training Event in Orlando, Florida. Featuring sessions on AI, OSINT, critical thinking, wearable technology, and high-profile intelligence case studies including a CIA panel on the Bin Laden pursuit, this episode highlights the speakers and topics you won’t want to miss. From registration tips and pre-conference courses to keynote sessions, certification tracks, and networking opportunities, this episode serves as your complete guide to maximizing the conference experience. Whether you're attending for the first time or you're a seasoned analyst, you’ll gain insight into how to prepare, what to expect, and how to make the most of one of the profession’s premier events. Fun fact: the conference location is within walking distance of a piece of the Berlin Wall and Butterbeer for Harry Potter fans. 🎧 Listen, share, and keep talking! [Note:  Description produced by ChatGPT.] Name Drops:  Randy Stickley (00:05:02), Mark Glass (00:13:07), John Cohen (00:19:48), Sean Rambaran (00:24:58) Public Service Announcements: Dr. Eliann Carr on the Crime Analyst Census Survey Link to survey:  https://form.jotform.com/251745683433058 Dr. Andrew Wheeler on his new book:  Large Language Models for Mortals https://crimede-coder.com/cdcstore/product/large-language-models-for-mortals/ Promo code: LEAPLLM to get $20 off the book purchase Learn from those who built it:  https://www.leapodcasts.com/?s=IALEIA Related Links: Conference Flyer:  https://www.ialeia.org/docs/2026_Orlando_Flyer.30Mar25.pdf Conference Homepage:  https://web.cvent.com/event/fece0c63-b166-4ebb-bdfb-f09bfa56b29b/summary https://leiu.org/ https://www.ialeia.org/ Kelly’s Podcast Episode:  https://www.leapodcasts.com/e/atwje-kelly-kimsey-bram-stoker-s-analyst/ Conference Speakers Who Were on Analyst Talk Podcast Sean Rambaran (https://www.leapodcasts.com/e/atwje-sean-rambaran-the-let-bylaws-be-bygones-analyst/) Akshara Kumavat (https://www.leapodcasts.com/e/atwje-%c2%a0akshata-kumavat-the-offender-focused-analyst-1659959048/) Stacy Belledin (https://www.leapodcasts.com/e/stacy-belledin-the-voice/)  Association(s) Mentioned:  IALEIA, LEIU Vendor(s) Mentioned: Contact:   [email protected];  [email protected]    Transcript:  https://mcdn.podbean.com/mf/web/tm65y2p5b8gnwaci/LEIU_IALEIA_Conf_Transcript.pdf Podcast Writer: Podcast Researcher: Theme Song: Written and Recorded by The Rough & Tumble. Find more of their music at www.theroughandtumble.com. Logo: Designed by Kyle McMullen. Please visit www.moderntype.com for any printable business forms and planners. Podcast Email: [email protected]  Podcast Webpage: www.leapodcasts.com  Podcast X: @leapodcasts 00:00:17 – Welcome and episode overview - Conference Home (link) 00:02:00 – Conference dates, location, and registration tips -Conference Details (link) -Registration (link) 00:04:00 – Pre-conference courses (OSINT and ArcGIS) -Pre-Conference Training (link) -Costs (link) 00:07:00 – Opening day and keynote session preview - Agenda Overview (link) 00:13:00 – CIA Bin Laden pursuit panel discussion (link) 00:19:00 – AI, briefings, and wearable technology sessions (link) 00:27:00 – Breakout tracks, certifications, and networking opportunities -Conference Details / Tracks (link) -Breakout Tracks (link) -Speakers (link) -Earn Certificates (link)

Episode: 00312 Released on March 30, 2026 Description:  In this episode of Analyst Talk, Jason Elder welcomes back Dr. Andrew Wheeler, who recently authored the book Large Language Models for Mortals, to explore how large language models are transforming the work of analysts. Moving beyond chatbots, Andrew breaks down practical applications such as extracting insights from reports, automating workflows, and integrating AI with tools like SQL and Excel. He explains key concepts like APIs and retrieval augmented generation in a way analysts can understand, while also addressing risks like hallucinations and reliability issues. This conversation focuses on what analysts can realistically build today, what skills matter most, and how AI will reshape the profession without replacing the need for human judgment. 🎧 Listen, share, and keep talking! [Note:  Description produced by ChatGPT.] Name Drops: Public Service Announcements: Dr. Eliann Carr on the Crime Analyst Census Survey Link to survey:  https://form.jotform.com/251745683433058 Related Links: Large Language Models for Mortals: A Practical Guide for Analysts with Python, https://crimede-coder.com/blogposts/2026/LLMsForMortals Promo Code:  LEAPLLM for $20 off LLM paperback and epub Previous Analyst Talk Podcast:  https://www.leapodcasts.com/e/atwje-dr-andrew-wheeler-crime-de-coder/ Analyst Talk AI Series:  https://www.leapodcasts.com/?s=AI Association(s) Mentioned: Vendor(s) Mentioned: Contact: [email protected], https://www.linkedin.com/company/crime-de-coder/ Transcript:  https://mcdn.podbean.com/mf/web/xnj5k9n9u4553axk/CruzLLMs_transcripts.pdf Podcast Writer: Podcast Researcher: Theme Song: Written and Recorded by The Rough & Tumble. Find more of their music at www.theroughandtumble.com. Logo: Designed by Kyle McMullen. Please visit www.moderntype.com for any printable business forms and planners. Podcast Email: [email protected]  Podcast Webpage: www.leapodcasts.com  Podcast X: @leapodcasts 00:00:17 Introducing Andrew 00:01:00 Why Andrew wrote LLMs for Mortals 00:06:00 What LLM APIs actually are 00:10:00 Practical use cases for analysts 00:20:00 What is RAG and why it matters 00:30:00 Hallucinations and reliability risks 00:39:00 Will AI replace analysts?

Episode: 00311 Released on March 23, 2026 Description: In this 12th installment of the Before You Leap deep dive series, Randy Stickley joins Jason Elder to break down one of the most critical challenges in intelligence work: the confidence–accuracy gap. Why do analysts sometimes express high confidence in incorrect assessments or low confidence in correct ones? Randy explores the underlying causes, including epistemic limits, time pressure, bias, and the illusion of precision. He also discusses the real-world consequences, from intelligence failures to missed warning signs, and offers practical solutions to improve analytical rigor. This episode is a must-listen for analysts looking to sharpen their critical thinking, improve communication, and produce more reliable intelligence products. 🎧 Listen, share, and keep talking! [Note:  Description produced by ChatGPT.] Get to know more about Randy by listening to his episodes on Analyst Talk With Jason Elder: https://www.leapodcasts.com/e/atwje-randy-stickley-the-self-promoter/ https://www.leapodcasts.com/?s=BeforeYouLeap  Name Drops: Public Service Announcements: Dr. Andrew Wheeler on his new book:  Large Language Models for Mortals https://crimede-coder.com/cdcstore/product/large-language-models-for-mortals/ Promo code: LEAPLLM to get $20 off the book purchase Dr. Eliann Carr on the Crime Analyst Census Survey Link to survey:  https://form.jotform.com/251745683433058 Related Links:  Rethinking Thought https://www.amazon.com/dp/B0DJ82G1PL/ref=tsm_1_fb_lk https://www.amazon.com/Intelligence-Secrets-Mark-M-Lowenthal/dp/1544325061 Richards Heuer – Psychology of Intelligence Analysis https://www.ialeia.org/docs/Psychology_of_Intelligence_Analysis.pdf Mark Lowenthal – Intelligence: From Secrets to Policy https://study.sagepub.com/system/files/lowenthal6e_im.pdf Sherman Kent – Words of Estimative Probability https://en.wikipedia.org/wiki/Words_of_estimative_probability Analysis of Competing Hypotheses (ACH) https://en.wikipedia.org/wiki/Analysis_of_competing_hypotheses CIA – A Tradecraft Primer: Structured Analytic Techniques https://www.cia.gov/resources/csi/static/Tradecraft-Primer-apr09.pdf Association(s) Mentioned:  Vendor(s) Mentioned:  Contact: [email protected]; https://www.linkedin.com/in/randall-stickley-36b0a5109/   Transcript:  No transcripts due to technical issue  Podcast Writer:  Podcast Researcher:  Theme Song: Written and Recorded by The Rough & Tumble. Find more of their music at www.theroughandtumble.com. Logo: Designed by Kyle McMullen. Please visit www.moderntype.com for any printable business forms and planners.  Podcast Email: [email protected]   Podcast Webpage: www.leapodcasts.com   Podcast X: @leapodcasts

Episode: 00310 Released on March 16, 2026 Description:  In this episode of Analyst Talk with Jason Elder, Dr. Greg Thomas returns to the show to discuss his journey from investigating organized crime to teaching geospatial intelligence (GEOINT) at Penn State University. Greg reflects on the early days of intelligence analysis, his work with the Pennsylvania Crime Commission and Pennsylvania State Police, and how the profession expanded dramatically after 9/11. The conversation also highlights the role of the International Association of Law Enforcement Intelligence Analysts (IALEIA) in shaping analyst training, standards, and professional development. Greg discusses the Foundations of Intelligence Analysis Training (FIAT), IALEIA analytic standards, and the importance of professional involvement in advancing the field. Listeners will also hear Greg’s perspective on geospatial intelligence, artificial intelligence in analysis, and why critical thinking, writing, and communication remain core skills for analysts. Greg closes by sharing career advice for analysts and emphasizing the importance of maintaining balance outside of work. 🎧 Listen, share, and keep talking! [Note:  Description produced by ChatGPT.] Name Drops: Public Service Announcements: Dr. Eliann Carr on the Crime Analyst Census Survey Link to survey:  https://form.jotform.com/251745683433058 Related Links: Analytic Standards, 2nd edition - https://bja.ojp.gov/sites/g/files/xyckuh186/files/media/document/law_enforcement_analytic_standards_04202_combined_compliant.pdf Penn State’s geospatial program - https://geospatial.psu.edu/ IALEIA Journal of Intelligence and Analysis - https://www.ialeia.org/journal_of_intelligence_and_an.php Association(s) Mentioned:  IALEIA, LEIU Vendor(s) Mentioned: Contact: [email protected], https://www.linkedin.com/in/gregory-thomas-b2320432/ Transcript:   https://mcdn.podbean.com/mf/web/prnrfbvsee8mhzsg/GregThomas_transcripts.pdf Podcast Writer: Podcast Researcher: Theme Song: Written and Recorded by The Rough & Tumble. Find more of their music at www.theroughandtumble.com. Logo: Designed by Kyle McMullen. Please visit www.moderntype.com for any printable business forms and planners. Podcast Email: [email protected]  Podcast Webpage: www.leapodcasts.com  Podcast X: @leapodcasts 00:00:17 Introducing Greg 00:03:00 Early career investigating organized crime 00:11:30 Joining the Pennsylvania State Police and analyst growth after 9/11 00:15:30 Development of the FIAT intelligence analyst training program 00:23:00 IALEIA analytic standards and professional development 00:33:00 Transition to Penn State and geospatial intelligence analysis 00:40:00 Artificial intelligence and the future of intelligence analysis 00:55:00 Career advice, privacy issues, and Words to the World

Episode: 00309 Released on March 9, 2026 Description:  What does the crime analyst profession actually look like today? In this special presentation of Analyst Talk with Jason Elder, Cody Gabbard and Dr. Eliann Carr discuss the first global Crime Analyst Census Survey designed to capture the makeup of the profession. The survey explores education, experience, job responsibilities, salary ranges, certifications, and how analysts are used across agencies. The goal is to establish a baseline understanding of the field so agencies, researchers, and professional organizations can better support analysts. If you work in crime analysis, intelligence analysis, or a related role in law enforcement, the private sector, or the military, you are encouraged to complete the survey and help provide an accurate snapshot of the profession. The conversation also explains the academic research process behind the survey, including Institutional Review Board protections, international translation, and how the results will help shape training, professional development, and future research on crime analysis. 🎧 Listen, share, and keep talking! [Note:  Description produced by ChatGPT.] Name Drops: Kyle Stoker (multiple), Dr. Cody Stoddard (00:14:54, 00:36:24), Mark Han (00:02:24) Public Service Announcements: Related Links: Link to survey:  https://form.jotform.com/251745683433058 Association(s) Mentioned:  Vendor(s) Mentioned: Contact: See survey link https://www.linkedin.com/in/cody-gabbard-a43a454/ https://www.linkedin.com/in/eliann-carr-84b284337/ Transcript:  https://mcdn.podbean.com/mf/web/v6qb7fev8cc2sydd/CACensusSurvey_transcripts.pdf  Podcast Writer: Podcast Researcher: Theme Song: Written and Recorded by The Rough & Tumble. Find more of their music at www.theroughandtumble.com. Logo: Designed by Kyle McMullen. Please visit www.moderntype.com for any printable business forms and planners. Podcast Email: [email protected]  Podcast Webpage: www.leapodcasts.com  Podcast X: @leapodcasts Official Press Release: Central Washington University is conducting a Crime Analyst Census Survey from February 18, 2026, to April 30, 2026. The total time to complete the survey can be up to 15 minutes, but on average will only take 5 minutes. A report on the results will be shared after the findings are published. The survey is completely anonymous, and participation is voluntary. Participants can access the survey through the provided QR Code or hyperlink. The survey is available in the following languages: English Spanish French Portuguese German Ukrainian Italian Thank you for taking the time to help us understand the diverse nature of the crime analysis career field. If there are any questions, please contact Dr. Eliann Carr, Crime & Intelligence Analyst, via phone (509.859.1671) or email ([email protected]) or Dr. Cody Stoddard, Central Washington University faculty representative, via email ([email protected]).    

Episode: 00308 Released on March 2, 2026 Description:  Artificial intelligence is rapidly changing how crime analysts work, but many analysts are still unsure where it truly fits in their role. In this episode, Christopher Cruz returns to Analyst Talk with Jason Elder to discuss AI’s real impact on law enforcement analysis, the concept of the analyst as a technologist, and why AI should be viewed as a tool for efficiency rather than replacement. The conversation explores data cleaning automation, report generation, custom large language models, trust and verification, and how agencies are cautiously piloting AI solutions. Chris also shares insights on staffing gaps, vendor-driven AI deployments, and why analysts who learn to leverage AI will free up time for deeper analytical work instead of clerical tasks. 🎧 Listen, share, and keep talking! [Note:  Description produced by ChatGPT.] Name Drops: Jan Mondale (00:07:00), Dawn Reeby (00:11:30), Mike Watson (00:27:00) Public Service Announcements: Dr. Eliann Carr promoting the Crime Analyst Census Survey Link to survey:  https://form.jotform.com/251745683433058 Related Links: https://chriscruz.cc/ https://www.justice.gov/ai https://huggingface.co/ https://www.nist.gov/itl/ai-risk-management-framework Key Terms: Large Language Model (LLM) – AI systems trained on massive text data to generate responses and analyze information AI Hallucinations – When AI produces incorrect or fabricated information confidently On-Premise AI – AI systems hosted locally on agency servers for data security Custom GPTs – AI tools trained with specific documents and instructions for specialized use Analyst as Technologist – The evolving role where analysts bridge data, IT, and operational needs Association(s) Mentioned:  Vendor(s) Mentioned: Contact: https://www.linkedin.com/in/cruzcr/ Transcript:  https://mcdn.podbean.com/mf/web/e9mhcar22x847wbq/ChrisCruzAI_transcript.pdf Podcast Writer: Podcast Researcher: Theme Song: Written and Recorded by The Rough & Tumble. Find more of their music at www.theroughandtumble.com. Logo: Designed by Kyle McMullen. Please visit www.moderntype.com for any printable business forms and planners. Podcast Email: [email protected]  Podcast Webpage: www.leapodcasts.com  Podcast X: @leapodcasts 00:00:17 – Introducing Chris 01:00 AI and the analyst perspective 02:30 Analyst as a technologist concept 05:30 Entry-level AI vs advanced AI tools 07:30 Trust but verify AI outputs and sources 09:00 Current state of AI adoption in policing 12:00 AI handling clerical and time-consuming tasks 15:00 Using custom AI tools trained on analyst workflows 17:00 AI fixing messy datasets and data cleaning 19:00 Hallucinations, accuracy, and verification risks 20:50 Break: Dr. Eliann Carr 24:00 Trust issues and legal considerations with AI 26:00 Data security and on-premise LLMs 31:00 Vendor-built AI systems vs custom deployments 33:30 How analysts can support AI implementation 36:00 Technology adoption challenges in agencies 38:30 2026 outlook for AI in law enforcement 41:00 AI in 911 and operational efficiency 43:00 Final thoughts: AI amplifies, not replaces analysts

Episode: 00307 Released on February 23, 2026 Description: In this episode of Analyst Talk with Jason Elder, David Grabelski shares insights from a 55-year career spanning LAPD homicide, gang investigations, NDIC intelligence work, and teaching at Mercyhurst University. He discusses the early days of link analysis, visual investigative charting, and how analytical thinking shaped real-world investigations long before modern tools existed. David also introduces the “Life Triangle” of time, health, and wealth, and how it applies not only to career progression but to long-term professional sustainability. The conversation explores intelligence failures, the importance of broad experience over early specialization, and why skillsets matter more than tools in the evolving world of analysis. This episode is essential listening for analysts navigating career growth, technological change, and the balance between expertise, impact, and longevity in the profession. 🎧 Listen, share, and keep talking! [Note:  Description produced by ChatGPT.] Name Drops: David Jimenez (001:03), Steve Gottlieb/Sheldon Arenberg (00:15:53), John Murtha (00:35:29), Mark Mosop (00:38:17), Bob Heibel (00:43:00) Public Service Announcements: Related Links: https://www.mercyhurst.edu/academics/intelligence-studies https://www.justice.gov/archive/ndic/index.htm https://olli.arizona.edu/pd/6653/arizonas-greatest-criminal-manhunts-from-tomb?rid=1467&cid=1477&returncom=productlist&source=search Association(s) Mentioned:  IALEIA Vendor(s) Mentioned: I2 Contact:  https://www.linkedin.com/in/david-grabelski-1b43048/ Transcript: https://mcdn.podbean.com/mf/web/247vqx6tynjavrk7/DavidGrabelski_transcript.pdf  Podcast Writer: Podcast Researcher: Theme Song: Written and Recorded by The Rough & Tumble. Find more of their music at www.theroughandtumble.com. Logo: Designed by Kyle McMullen. Please visit www.moderntype.com for any printable business forms and planners. Podcast Email: [email protected]  Podcast Webpage: www.leapodcasts.com  Podcast X: @leapodcasts 00:00:17 – Introducing David 00:01:50 Joining LAPD and early culture shock 00:07:00 Learning communication in jail division 00:12:10 Detective work vs. patrol mindset 00:15:20 First exposure to crime analysis and link charts 00:17:10 Fraternity sexual assault investigation and visual charting 00:23:00 Using flow charts in homicide and gang investigations 00:26:15 Failure of intelligence during the LA riots 00:29:00 Transition from LAPD to NDIC 00:35:10 Analyzing 1,500 unsolved homicide cases 00:42:50 Teaching intelligence at Mercyhurst University 00:49:00 Real-world student strategic projects 00:56:30 Growth of intelligence degree programs 01:09:45 The Life Triangle: Time, Health, and Wealth 01:12:40 Career reflection and retirement lessons