Episode: 00305 Released on February 9, 2026 Description: Many crime analysts are uncertain which AI tools are appropriate, useful, or even relevant to their role. In the fifth installment of Catching Up with Dawn, Dawn Reeby breaks down where artificial intelligence actually fits in crime analysis by focusing on practical tools analysts can use today. The conversation walks through specific examples involving ChatGPT, NotebookLM, and other AI-assisted platforms for tasks like creating cheat sheets, drafting policies, organizing meeting notes, developing roll-call videos, and communicating outcomes to leadership. Dawn also reminds listeners that Excel was once viewed with skepticism and is now standard in analytical work, reinforcing that AI is not a replacement for analysts but another evolution in the toolkit. Throughout the discussion, the emphasis remains on analyst judgment, review, and ethics, showing how AI supports stronger, more efficient analysis rather than replacing it. 🎧 Listen, share, and keep talking!

Name Drops:

Vendor(s) Mentioned: ChatGPT, Grok, Claude, NotebookLM

Contact: reach me at [email protected],  https://www.linkedin.com/in/dawnreeby/  

Transcript: https://mcdn.podbean.com/mf/web/txpxn36k24h6ch9h/Dawn05_transcript.pdf 

Podcast Writer: 

Episode: 00304 Released on February 2, 2026 Description: New tools often arrive faster than the discipline needed to use them well. Randy Stickley returns for another installment of Before You Leap to examine how artificial intelligence is entering analytic workflows and what analysts must consider before relying on it. The discussion explores AI hallucinations, large language models, writing and research augmentation, and the enduring role of human judgment in law enforcement analysis. Through real-world examples, cognitive illusions, and courtroom implications, this episode outlines where AI can support analysts, where it can mislead them, and why tradecraft, validation, and critical thinking must remain firmly in the driver’s seat. 🎧 Listen, share, and keep talking! [Note:  Description produced by ChatGPT.]

Name Drops: Ryan Kapaun (00:05:56), Dr. Andreas Olligschlaeger (00:22:00), Christopher Cruz/Debbie Osborne (00:26:51)

Episode: 00303 Released on January 26, 2026 Description: Debbie Osborne returns to Analyst Talk to break down something few analysts have attempted: using AI to help write and publish a professional book. Debbie breaks down how she built the book, from structuring the content and collaborating with generative AI to validating sources, avoiding plagiarism, and working through the editorial process for a second edition with an academic publisher. This conversation tackles the real questions analysts have about AI, including authorship, credibility, transparency, and trust. Debbie explains why AI did not replace her expertise, but expanded what was possible, allowing one analyst to build a comprehensive crime pattern resource that would normally require an entire team. If you are curious about using AI for serious analytical writing, research, or professional legacy projects, this episode is a must listen. 🎧 Listen, share, and keep talking! [Note:  Description produced by ChatGPT.]

Name Drops: Christopher Cruz (00:21:58), Chris Wheaton (00:20:15), David Jimenez (00:31:58)

00:00:17 – Welcome back Debbie Osborne

SEO Keywords: crime analysis, artificial intelligence, AI in law enforcement, writing with AI, generative AI, ChatGPT, Claude AI, crime patterns, modus operandi, analyst professional development, law enforcement research, analyst textbooks, AI ethics, AI authorship, crime analysis training

Episode: 00302 Released on January 19, 2026

Description: Artificial intelligence is everywhere but to what degree? Andreas Olligschlaeger returns to Analyst Talk for a deep dive into AI in law enforcement analysis. We break down what AI really is (and isn’t), explore graph databases, anomaly detection, and Graph RAG, and discuss how analysts can use AI without replacing human judgment. The conversation also tackles ethics, explainability, and why validation and transparency matter more than ever. This episode is a must-listen for analysts trying to separate real capability from AI hype. 🎧 Listen, share, and keep talking! [Note:  Description produced by ChatGPT.]

Name Drops: Nancy Levine (00:32:07)

https://nij.ojp.gov/topics/articles/brief-history-artificial-intelligence

Anomaly detection:

https://www.geeksforgeeks.org/machine-learning/anomaly-detection-using-isolation-forest/https://www.geeksforgeeks.org/machine-learning/anomaly-detection-using-isolation-forest/

Graph Databases:

https://neo4j.com/wp-content/themes/neo4jweb/assets/images/Graph_Databases_for_Beginners.pdf

Graph RAG:

https://neo4j.com/blog/genai/what-is-graphrag/

Downloadable LLMs:

https://www.nomic.ai/gpt4all (runs on your local machine - does not upload data)

AI Tools:

Python

GitHub

ChatGPT

Intermediate / Power-User Tools:

Neo4j

Apache TinkerPop

i2 Analyst’s Notebook

Databricks

Microsoft Azure

GraphRAG

Secure / Local AI Options:

Hugging Face

Ollama

Association(s) Mentioned:

00:00:17 – Reintroducing Olli

Episode: 00301 Released on January 12, 2026 Description: Ryan Kapaun brings more than 22 years of law enforcement analysis experience to Analyst Talk. Starting in communications and media relations, Ryan explains how his background in PR shaped the way he writes intelligence bulletins that officers actually read. He shares lessons from building Minnesota’s early fusion center, transitioning to a suburban police department, forecasting burglary series, managing police social media, and mentoring interns who go on to become analysts themselves. This episode is a masterclass in audience-focused writing, presentation skills, and turning complex information into actionable intelligence. 🎧 Listen, share, and keep talking! [Note:  Description produced by ChatGPT.]

Name Drops: Steve Gottlieb (00:26:34), Randy Stickley (01:11:02)

00:00:17 – Introducing Ryan

Episode: 00300 Released on January 5, 2026 Description: In this milestone 300th episode of Analyst Talk with Jason Elder, Jason reconnects with former manager and mentor Glenn Fueston for a candid, reflective conversation on leadership, data, and the evolution of intelligence analysis. Glenn shares his journey from trainer and leader at the Washington Baltimore HIDTA, to Executive Director of Maryland’s Governor’s Office of Crime Control, and now Director of Public Safety Capture at LexisNexis. Together, they discuss early analyst culture, post-9/11 training expansion, micromanagement lessons, strategic versus tactical analysis, grant-driven policy change, and how AI is reshaping analytical work. The episode blends hard-earned leadership insights with humor, nostalgia, and perspective, including legendary Chipotle burrito debates and reflections on growth, trust, and professional maturity. 🎧 Listen, share, and keep talking! [Note:  Description produced by ChatGPT.]

Name Drops:  Tom Carr (00:03:52)

00:00:17 – Introducing Glenn

Episode: 00299 Released on December 29, 2025 Description: David Jimenez returns to Analyst Talk with Jason Elder five years after his first appearance, this time reflecting on retirement after a long career spanning military intelligence, federal law enforcement, HIDTA work, and higher education. David shares what led to his decision to retire, what he plans to focus on next, and why mentorship remains central to the profession. The conversation explores the evolving role of artificial intelligence in law enforcement analysis, including how analysts can use AI responsibly to enhance efficiency without surrendering judgment or accountability. David also discusses teaching at Penn State, certification trends in analyst hiring, and why analysts should view AI as a colleague rather than a threat. This episode offers perspective, reassurance, and practical insight for analysts at every stage of their career. 🎧 Listen, share, and keep talking! [Note:  Description produced by ChatGPT.]

Name Drops:   David McClocklin/Bel Pedroza (00:03:17), Todd Bacastow/Greg Thomas/Leanne Sulewski (00:04:22), Charles Giberti/Ole Donner (00:19:51), Debbie Osborne (00:20:50)

00:00:17 Introducing David

Episode: 00298 Released on December 22, 2025 Description: In this episode of Analyst Talk with Jason Elder, Jason is joined by Callie Rhoads, a former Florida Department of Law Enforcement analyst with more than 15 years of experience analyzing public corruption and high profile investigations. Callie shares her unconventional path into the law enforcement analysis profession, her work uncovering financial misconduct, and what it was like supporting investigations involving powerful political figures. She walks listeners through major cases including the Broward County Sheriff investigation, the Mark Foley inquiry, the Jim Greer corruption case, and the long running Dozier School for Boys review. This conversation highlights the analyst’s role as a fact finder, the importance of following the money, and the challenges of working cases that attract intense public and media attention. It also offers a rare look at how analysts contribute far beyond the desk, supporting interviews, search warrants, and complex historical investigations. 🎧 Listen, share, and keep talking! [Note:  Description produced by ChatGPT.]

Name Drops:   Kelly Kimsey (00:08:30 https://www.leapodcasts.com/e/atwje-kelly-kimsey-bram-stoker-s-analyst/ ), Rose Davis/Mark Perez/Michelle Pittman (00:10:07), Travis Lawson/Mike O’Connell (00:28:13)

00:00:17 – Introducing Callie

Episode: 00297 Released on December 15, 2025 Description: In this episode, Jason talks with Matt Sessions, a problem solving tactical advisor and consultant with deep experience in evidence-based policing across the UK. Matt shares how he found his way into problem solving, why logic and curiosity drive effective analysis, and how policing culture can either lift or limit innovation. The conversation explores catalytic converter thefts, underlying causes versus root causes, analyst roles in POP, and the importance of strategic accountability. Matt also discusses his award-winning work, his transition to consulting, and why problem solving succeeds only when analysts and officers work together with intention. 🎧 Listen, share, and keep talking! [Note:  Description produced by ChatGPT.]

Name Drops:   

Related Links:

00:00:17 – Introducing Matt