All In On Data Podcast

You won’t believe how Peter predicts the collapse of the “AI Magic Hype” – and David goes full skeptic. In this explosive episode of All In On Data, David Gleason and Peter Memon debate the future of multimodal AI agents, call out misleading marketing from ElevenLabs and Rabbit, and break down how to spot “data theater” from real innovation. With sharp insight and dry wit, they unpack the dangers...

Trigger Warning: This episode discusses sensitive topics including self-harm and mental health. Listener discretion is advised. In this eye-opening episode of Call Me Data, David Gleason and Peter Memon explore two real-world tragedies involving AI chatbots—and the ethical questions they raise. From a lonely retiree who mistook an AI companion for a real person, to a young woman who confided in a...

In this thought-provoking episode of Call Me Data, David and Peter dive deep into the latest developments from OpenAI, including the release of GPT-5.0 and open-weight models that could reshape the AI landscape. They explore the technical nuances behind model routing, the implications for cost, performance, and fine-tuning, and the ongoing “AI arms race” driving incremental improvements. The conve...

What does Microsoft’s latest AI research paper really say about the future of jobs—and why did the headlines get it so wrong? In this episode, David and Peter break down the most misunderstood AI study of the summer. They dive into the concept of AI “applicability scores,” challenge the doom-and-gloom media narrative, and explore when (and if) AI use should be disclosed in art, hiring, and custome...

What happens when two industry veterans try to reimagine consulting in the age of AI? In this insightful and forward-thinking episode of Call Me Data, David and Peter unpack the seismic shift in the consulting landscape driven by AI agents and automation. They discuss how traditional firms are getting disrupted by AI-native approaches and explore the blueprint for building a tech-first advisory mo...

In this episode of Call Me Data, Peter Memon and David Gleason unpack the seismic shift AI is creating within the consulting world. From the decline of offshoring and labor arbitrage to the rise of AI agents as staff augmentation tools, they explore how traditional consulting models are being upended. Learn how agentic AI enables faster development, reshoring of tech talent, and continuous complia...

In this thought-provoking episode of Call Me Data, David Gleason and Peter Memon dive into the concept of embedded AI—a revolutionary approach to integrating AI agents directly into business processes. From automating compliance reviews to proactively managing regulatory risks, they explore how embedded AI can cut costs, boost productivity, and even improve employee happiness. With real-world anal...

In this thought-provoking episode of Call Me Data, David and Peter explore the “illusion of intelligence” in today’s AI systems. While generative AI models sound confident and authoritative, the duo digs into the dangers of misplaced trust, automation bias, and intellectual laziness. They challenge listeners to rethink how AI models influence decision-making in law, healthcare, and everyday life....

In this thought-provoking episode of Call Me Data, David and Peter explore the evolving landscape of human-machine interaction in the age of AI. From voice-first workflows and stream-of-consciousness content creation to avatar-led teaching and non-interaction AI agents, they dive deep into how tools like Super Whisper, HeyGen, and NotebookLM are changing the way we think, write, and work. They als...

In this thought-provoking episode of Call Me Data, David Gleason and Peter Memon explore the provocative idea that the future of artificial intelligence will—and should—be boring. Drawing parallels to the evolution of smartphones, they argue that when AI becomes mundane, it will also become maximally useful. The conversation touches on AI adoption barriers, the human hesitation around "cheati...

In this episode of Call Me Data, David Gleason and Peter Memon dive deep into the evolving world of agentic AI and digital labor. From defining what truly constitutes an agent to exploring the future of workforce augmentation, they unravel how agent-based systems are reshaping industries. Learn why digital agents are not just glorified chatbots, but dynamic, goal-seeking tools that redefine how co...

Is AI the end of traditional law firms? In this episode of All In On Data, David and Peter dissect the legal industry’s growing confrontation with artificial intelligence. From collapsing associate models to the economics of AI-powered firms, this thoughtful yet humorous conversation examines how automation and large language models are reshaping everything from contracts to case analysis. Whether...

Unlock how AI and data strategy can transform your business. In this video, the team at All In on Data breaks down the concept of “Deep AI,” distinguishing it from “Shallow AI” implementations like personal productivity tools. The team also argues that companies are missing significant opportunities by not embedding AI deeply into core business processes. We help you go beyond the hype—offering re...

Unlock how AI and data strategy can transform your business. In this video, the team at All In on Data breaks down when to pull the plug! In this episode, we dive into the top 10 reasons to kill an AI project, from lack of business value to ethical red flags. Discover how to avoid the sunk cost fallacy, align AI initiatives with core business strategies, and turn project failures into valuable lea...

Unlock how AI and data strategy can transform your business. The founders of All In on Data, David and Peter, unpack what it really means to demystify AI in 2025—from unexpected trends like “glazing” to the real-world lessons they’re learning while teaching a graduate-level course in Generative AI for business leaders. Learn how to spot meaningful AI trends, how to implement effective AI strategie...

Unlock how AI and data strategy can transform your business. In this video, Live from Google Next, the All In on Data team explores Gemini 2.5, edge AI for regulated industries, agents as SaaS disruptors, and the future of marketing, code, and creativity. We help you go beyond the hype—offering real-world solutions, tailored strategy, and the insight needed to deploy AI at scale. Learn More: Visit...

Unlock how AI and data strategy can transform your business. In this video, the team at All In on Data breaks down the true cost of AI—from coding and legal automation to talent risk, productivity, and the hidden payoff of early adoption in an increasingly competitive market. We help you go beyond the hype—offering real-world solutions, tailored strategy, and the insight needed to deploy AI at sca...

Unlock how AI and data strategy can transform your business. In this video, David and guest host Talia explore why most AI strategies fail, the future of work with GenAI, and how playful learning and clear roadmaps can shape adoption across enterprise and education. We help you go beyond the hype — offering real-world solutions, tailored strategy, and the insight needed to deploy AI at scale. Lear...

Unlock how AI and data strategy can transform your business. In this video, the team at All In on Data unpacks why most AI projects fail to reach production, emphasizing smart POCs, business alignment, data pitfalls, and the human factors shaping real-world AI adoption. We help you go beyond the hype — offering real-world solutions, tailored strategy, and the insight needed to deploy AI at scale....

Join us for the first episode of Call Me Data ! This episode features a live conversation between Peter Memon and David discussing the real-world challenges of implementing generative AI in businesses. They cover the limitations of large language models, the need for reasoning models (LRMs), and the importance of fine-tuning with proprietary data, concluding with excitement about OpenAI’s new deep...

Unlock how AI and data strategy can transform your business. In this video, the team at All In on Data breaks down how reasoning models and AI agents are transforming business  — impacting RPA, productivity, learning, human roles, and the future of software. We help you go beyond the hype — offering real-world solutions, tailored strategy, and the insight needed to deploy AI at scale. Learn More:...

Unlock how AI and data strategy can transform your business. In this video, the team at All In on Data outlines 9 key strategies to bridge the gap between AI hype and real value — covering data, cost, culture, safety, and practical steps for responsible implementation.   We help you go beyond the hype — offering real-world solutions, tailored strategy, and the insight needed to deploy AI at scale....

Unlock how AI and data strategy can transform your business. In this video, the team at All In on Data kicks off a two-part deep dive into data strategy — unpacking its business impact, culture shifts, and the six foundational pillars every organization needs to thrive. We help you go beyond the hype — offering real-world solutions, tailored strategy, and the insight needed to deploy AI at scale....

Unlock how AI and data strategy can transform your business. In this video, the team at All In on Data joins RPI faculty to discuss their AI course, explore enterprise applications, tackle ethical questions, and share how education can shape responsible AI adoption. We help you go beyond the hype — offering real-world solutions, tailored strategy, and the insight needed to deploy AI at scale. Lear...

Unlock how AI and data strategy can transform your business. In this video, the team at All In on Data continues their deep dive into AI strategy, exploring six key pillars—like governance, data quality, and culture—while mixing in jazz bars, Aloha shirts, and leadership wisdom. We help you go beyond the hype — offering real-world solutions, tailored strategy, and the insight needed to deploy AI a...