Today, we journey into the fast-evolving world of prediction markets, KPI trading, and the new frontiers of retail finance. Joining us is Candace, alongside our guest from Benzinga, a fintech innovator working to democratize financial data once reserved for Wall Street elites.

We delve into how platforms like Benzinga are leveling the playing field, making actionable market information accessible for everyone—from individual retail investors to advanced quant traders. Get ready as we unpack the rise of alternative data, the intersection of finance and AI, and whether prediction markets are the next big tool in forecasting—or just another signal to question in an increasingly complex landscape. Strap in for insights on regulation, market dynamics, and the sometimes wild personalities driving innovation in finance today!

• Andrew's LinkedIn -https://www.linkedin.com/in/lebbosandrew/
• Benzinga -https://www.benzinga.com/
• Benzinga APIS -https://www.benzinga.com/apis/
• Watch on YouTube -https://youtu.be/xY6mIRP1L2c

00:00 Starting Benzinga to democratize info

03:22 Building financial data services

08:10 Growth through niche news coverage

12:57 Hedging with company performance

15:00 Early quant experiences at Merrill Lynch

20:07 Explaining Polymarket betting mechanics

23:34 Discussing market prediction tools

26:39 CFTC regulations on trading limits

28:04 Discussing crowdsourcing and wisdom

34:14 Exploring unique data sources

35:35 Discussing the vinyl resurgence

41:40 Finding an edge in investing

43:42 Wondering about the future of betting

47:42 Brokerage purchase options explained

50:20 Building ideas with AI tools

this episode, Frank sits down with Andy Boettcher, the Chief Innovation Officer at DoubleTrack, for a candid conversation about embracing the power (and chaos!) of modern AI tools.

Together, they dive into how neurodiversity and "chaotic brains" are thriving in this new era, where ideas can be rapidly tested, refined, and built with the aid of tools like Claude code. From the practical realities of using AI for software development and troubleshooting (even in classic cars and household appliances) to the shifting landscape of business innovation, they discuss the opportunities and challenges facing individuals and companies alike.

You'll hear first-hand stories about building podcast production tools, leveraging AI agents as virtual team members, the importance of critical thinking in an age of instant information, and why data security and adaptability are more crucial than ever. Whether you're a technologist, business leader, or simply curious about what it means to innovate today, this episode promises insight, humor, and a healthy dose of chaos.

Let's get data driven.

• Andy's LinkedIn -https://www.linkedin.com/in/andyboettcher/
• ShowDog -https://www.showdog.studio/

00:00 What a Chief Innovation Officer does

06:18 The age of chaotic creativity

09:56 Using AI for planning discussions

11:31 Choosing the name Show Dog

15:22 Brainstorming and organizing ideas

18:43 Using tech for learning

20:47 Companies adopting AI strategies

25:10 Classic car ownership struggles

28:41 Taking time to rethink plans

31:34 Using AI to solve problems

37:25 Challenges in commercializing academic concepts

39:18 Adapting to evolving AI technology

43:36 AI tools and problem-solving in coding

45:23 Limitations of AI and data security

47:33 Data security and CRM setup

51:22 Challenging assumptions and blind spots

In this episode of Data Driven, Frank and Andy dive into the future of market intelligence with Dr. Jill Axline, co-founder and CEO of Mavera—a company building synthetic populations that simulate real human behaviour, cognition, and emotion. Forget Personas. We're talking real-time, AI-driven behavioural modeling that's more predictive than your horoscope and considerably more data-backed.

Dr. Axline shares how Mavera’s swarm of AI models situates these synthetic humans within real-world business contexts to forecast decisions, measure emotional resonance, and even test marketing messages before they go live. From governance and model drift to the surprising uses in financial services, political campaigns, and speechwriting—this is one of the most forward-looking conversations we’ve had yet.

If you've ever wanted a deeper understanding of how AI can augment decision-making—or just want to hear Frank admit asset managers love ice cream—this one’s for you.

1. Learn more about Mavera:https://mavera.io
2. Connect with Jill Axline on LinkedIn:https://linkedin.com/in/jillaxline
3. Morningstar:https://www.morningstar.com

00:00 - Introduction & AI Swarms Explained

03:30 - Forget Personas: Contextual AI Models

07:00 - Evidence vs Inference & AI Governance

10:20 - Simulation Scenarios & Model Drift

14:30 - Synthetic Audiences in Action

18:00 - Evidence Feedback Loops & Small Data Challenges

22:00 - Industry Applications & Use Cases

27:00 - Analyzing Speeches & Emotional Resonance

30:45 - Sentiment, Social Listening, and Real-Time News Reactions

34:00 - Adversarial Models & Strategic Pushback

38:00 - The Cartoon Bank Portal That Failed Spectacularly

41:00 - From Skeptic to CEO: Jill’s Journey

45:00 - Data Privacy, Compliance & Synthetic Ethics

48:00 - Reflections on Empathy, Engineers, and Selling Without Selling

If you enjoy Data Driven, leave us a review on Apple Podcasts or your favourite pod platform. It helps more people find the show—and fuels Frank’s Monster Energy habit.

In today’s show, BAILeY, your semi-sentient hostess with the mostest metadata, teams up with Frank La Vigne to welcome the ever-insightful Andrew Brust for a deep dive into the evolving Microsoft data ecosystem. From nostalgic tales of Windows history and scoring elusive Clippy swag at Ignite, to unraveling what makes Microsoft Fabric a game-changer for data integration, AI, and governance, this episode covers it all.

You’ll hear firsthand how Microsoft’s innovation goes far beyond the tech itself—focusing on seamless integration, unified billing, and organizational synergy. Andrew Brust sheds light on the journey from fragmented Azure services to the unified vision of Fabric, the rise of generative AI and “agentic” intelligence, and the increasingly important role of data sovereignty and governance in today’s regulatory landscape.

Whether you’re a data enthusiast, an AI tinkerer, or just in it for the nostalgia, grab your headphones and get ready for insights, laughs, and more acronyms than you can shake a dataset at. Stay curious and caffeinated—this episode has something for everyone!

00:00 Microsoft Expertise and Industry Analysis

03:18 "Big Data and Analytics Insights"

08:31 Power BI's Rise in Azure

12:26 "Unified Fabric-Based Data Platform"

14:01 "Fabric IQ Powers AI Integration"

17:24 "Achieving Synergy Against Odds"

23:32 "Unified Compute for Seamless Integration"

24:41 "Overwhelmed by AWS Complexity"

28:21 "Microsoft Research Powers Azure Fabric"

34:20 "Azure Foundry and Tools"

37:33 "Flexibility Beyond Major Cloud Providers"

41:33 Global Data Privacy Trends

45:13 "Governance for Agentic AI"

47:29 "Azure Stack and Local Clouds"

50:13 "Kubernetes: The Cloud Caveat"

53:40 "Let's Reconnect and Reminisce"

Welcome to a milestone episode of Data Driven! In episode 400, hosts BAILeY, Frank La Vigne, and Andy Leonard gather to reflect on nearly a decade at the forefront of podcasting about data, AI, and the world of software engineering. This special edition takes you behind the scenes with stories of tech evolution, personal growth, and the wild journey from their earliest recordings to today’s AI-powered workflows.

The team digs into how generative AI has transformed their creative process—making it possible for small teams to produce vast amounts of content, drive innovation, and manage multiple podcasts at a high level. You'll hear about Frank’s latest tool, Podsy—a platform built to help creators manage the ever-growing tsunami of podcast assets using cutting-edge AI—and how tools like Claude, Grok, and Opus are unleashing new possibilities for automation and storytelling.

With their signature tangents, candid stories (including car accidents, water heater mishaps, and parenting milestones), and a bit of nostalgia about the early days of podcasting, this episode captures what makes Data Driven both insightful and relatable. If you’re a developer, data professional, or a fellow podcaster looking to stay ahead of the curve, episode 400 is packed with practical lessons, inspiration, and a few good laughs. Dive in as the team celebrates what’s possible in the age of AI—and look ahead to an exciting new chapter for the show!

00:00 "DGX Spark: Personal AI Supercomputer"

03:28 "Tech Innovations and Hardware Updates"

07:51 "Daily 5:40am Notification Routine"

11:10 "Podzi: Managing Podcast Assets"

15:35 "Boosting Value with AI Efficiency"

17:05 Claude Enhanced Legacy System

23:32 AI Impact on Creative Roles

25:58 "Consulting Break: Investing Time"

29:33 "Automation Evolution and Tools Demo"

31:35 "Podsy Studio: A Journey"

35:06 "AI-Powered Content Creation Demo"

38:26 "Podcast Organization and Insights"

42:10 "Streamlining Metadata for Insights"

45:47 "Unveiling AI's Hidden Potential"

50:41 "Celebrating 400 Podcast Episodes"

54:41 "Off Track Ambitions"

57:44 "Reality Strikes Back: Tech Trust"

59:36 "Podsy Progress and Workflow"

In this episode of Data Driven, hosts Frank La Vigne, Candace Gillhoolley, and BAILeY sit down with Mike Armistead, CEO of Pulse Security AI—a cybersecurity veteran who's been fortifying digital defenses since before AI made headlines and hackers had professional profiles. Together, they dig into the dual-edged sword that is artificial intelligence in cybersecurity, exploring how AI serves as both a powerful tool against cyber threats and a potential weapon in the wrong hands.

Mike Armistead shares stories from the front lines, including his experience during the "code red" era at Google when ChatGPT shook up the tech world, and offers real-world advice on why LLMs (large language models) aren’t the magic fix for every problem—and why they desperately need guardrails. You’ll hear why your next big data breach could be hiding in a cleverly crafted AI prompt, why humans still matter when it comes to judgment calls, and why good old-fashioned security hygiene is as critical as ever.

Whether you’re a developer, data scientist, or just password-paranoid, this episode will make you rethink how you approach security in the age of AI. Tune in for expert insights, hard-earned lessons, and a few laughs as the Data Driven crew uncovers where technology, risk, and "common sense" collide.

00:00 AI-Assisted Cybersecurity for SOCs

04:26 "AI Rush and LLM Insights"

09:12 AI-Powered Cybersecurity Strategy Insights

10:01 "Cybersecurity, ChatGPT, and Impressions"

13:17 AI Tools: Power and Risks

18:06 "Teaching Critical Thinking in AI Era"

20:59 "Guardrails and Next-Gen AI Systems"

24:22 Human Judgment vs AI Limitations

27:37 "Pressure Testing for Accuracy"

30:09 Future Tech Advancements and Challenges

34:58 "Risk Awareness Beyond Compliance"

37:38 "Cybersecurity Risks and AI Defense"

41:54 Cybersecurity Risks and Preparedness

43:04 "Situational Security in Practice"

46:05 "Cybersecurity's Evolving Threat Landscape"

51:52 "Builders vs. Destroyers Mindset"

55:05 Modern Password Practices

56:39 "Pulse Security AI & Community"

In this episode, Frank La Vigne sits down with Itay Haber, CEO of Data Noetic, to unpack how AI is revolutionizing supply chain management. Forget spreadsheets and dashboards—Data Noetic is building an autonomous digital brain that proactively tackles delivery bottlenecks and bridges the gap between scattered data and process improvement.

You’ll hear real-world tales of missed bathroom tile deliveries, multi-million dollar construction delays, and the true impact of getting ahead of supply chain hiccups before they snowball. The trio explores how agentic AI isn’t just hype: it’s driving tangible results, saving time, boosting KPIs, and reimagining how companies of all sizes make decisions. From pharmaceuticals to consumer packaged goods, discover why trust, transparency, and agility are the new gold standards in supply chain operations—and how data-driven agents just might become indispensable.

Tune in for a masterclass that balances digital wisdom with a dash of dry wit, and learn how emerging tech is helping organizations deliver on time, in full, and with a whole lot less existential angst.

00:00 "Autonomous Supply Chain Optimization"

06:01 "Optimizing On-Time Delivery Failures"

07:27 Proactive Warehouse Order Management

13:06 "Aligning Perception with Reality"

15:08 "Streamlining Order Fulfillment Process"

18:18 "AI Revolutionizing Problem Coordination"

22:18 "Data Validation and AI Insights"

25:04 Predictive KPI Monitoring with Gen AI

27:09 Clarifying Questions for Assistance

31:37 "Tailored Software Delivery Models"

34:35 "AI's Role in Complex Industries"

37:00 "AI Focus and Value Debate"

42:37 "AI Bubble and Valuations"

46:43 AI's Transformative Impact on Jobs

48:17 AI Enhances Jobs, Not Replaces

51:44 "AI: Boom, Bust, Transformation"

57:38 "AI, Data, and Change"

Welcome to another exciting episode of Data Driven! On this week’s show, hosts Frank La Vigne and Candace Gillhoolley take you inside the NVIDIA GTC conference in Washington, DC—an event that’s rapidly evolved from a hardware showcase into a crossroads for AI, robotics, and quantum computing innovation. Frank shares his firsthand experience navigating the expo floor, offering a glimpse into the latest cutting-edge tech, from GPU supercomputers to quantum networking breakthroughs and swarms of robots. Candace and Frank discuss the growing intersections between fields like quantum biology and AI, and share stories about the curious mix of attendees—from government officials and policymakers to technologists, students, and even a few cosplay “Jensen Huangs.”

Whether you’re a data enthusiast, a future-focused technologist, or simply quantum curious, this episode dives into the national security implications of AI, the importance of lifelong learning in tech, and how the rise of quantum and robotics will disrupt careers and industries alike. Tune in for insider anecdotes, expert encounters, and a dose of practical wisdom about adapting in the world of emerging technologies—the future is here, and it’s happening faster than ever.

• Frank gets a shout out from Pluralsight -https://www.pluralsight.com/resources/blog/upskilling/frank-lavigne-customer-story
• Jensen Huang's DTC DC Keynote -https://www.youtube.com/watch?v=lQHK61IDFH4
• Mariya & Python Simplified -https://www.youtube.com/@pythonsimplified

00:00 "Nvidia GTC Highlights and Expo"

03:36 "Quantum, AI, and Innovation Highlights"

07:18 Tech and Government Amid Furlough

10:24 "Tech Components in Booz Allen Vehicle"

14:37 Meeting Maria Shah

19:11 Career Shifts and Evolutions

23:06 From Books to Tech Publishing

24:44 Quantum Insights with Researcher

29:01 "Nvidia: Emerging Defense Contractor"

32:25 Tech Innovations: AI, Quantum, Robotics

36:44 "Live Streaming Quantum & Tech"

37:40 "High-Speed Quantum Interconnects"

41:01 Technical Translation for Accessibility

44:19 "High School, Future, Nvidia Innovation"

49:28 "Guest's Learning Experience"

50:45 "Quantum Business Strategy"

53:36 British AI Outro Stream