In this eye-opening episode of Call Me Data, David Gleason and Peter Memon sit down with Mery Zadeh, SVP of AI Governance at Luminova, to discuss the critical but overlooked risks of agentic AI systems. They explore what happens when AI agents are given goals — not tasks — and why traditional risk frameworks fail to keep up.
From NVidia’s dominance in the AI chip market to real-world agent failures, Mery shares insider strategies on building trust, implementing guardrails, and why companies must evolve from black boxes to "black box recorders." This is a must-watch for tech leaders, compliance officers, and developers navigating the frontier of autonomous systems.

00:00 - Introduction and AI Market Overview
05:53 - Understanding Agentic AI and Its Risks
11:42 - Governance and Trust in Agentic AI
16:04 - Technical Controls & Human Oversight
20:56 - Navigating AI Governance & Compliance
27:18 - The Role of Diverse Perspectives in AI
30:49 - Success Stories and Risks of AI Agents
36:56 - Monitoring and Managing AI Behavior
41:56 - Frameworks & Regulations for AI Governance
47:34 - The Cost of Compliance in Banking
48:38 - Regulatory Moats: Help or Hindrance?
50:35 - How Regulations Impact Startups
51:38 - Balancing Regulation and Innovation
54:09 - Public Safety and the Role of AI Policy
57:45 - Establishing Accountability in AI Systems
01:00:24 - The Complexity of AI Liability
01:02:12 - Best Practices for AI Governance

We help you go beyond the hype—offering real-world solutions, tailored strategy, and the insight needed to deploy AI at scale.

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About All In on Data:
We’re a full-service Data and AI consulting firm helping companies align strategy with scalable solutions. From roadmap to implementation, we’re your trusted partner for ethical, production-ready AI.

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#agenticai #aigovernance #aicompliance

CEOs are secretly using AI, but won’t admit it — why? In this episode of Call Me Data, David Gleason and Peter Memon dig into a revealing new report on AI adoption in the enterprise, exposing a surprising reality: most executives rely on AI tools but hide their usage out of shame. David and Peter explore the cultural, organizational, and leadership gaps holding companies back from real AI transformation — from fear-based restrictions to training failures. Learn how to bridge these divides, empower teams, and lead with transparency in the age of AI. Subscribe for weekly insights into AI strategy, real-world deployment, and responsible adoption.

00:00 - Why Executives Hide Their AI Use
01:29 - Jetson Super Nano and YOLO SDK Projects
04:16 - WalkMe Report on AI Shame and Usage
07:11 - Survey Red Flags in AI Implementation
10:19 - Corporate AI Talk vs Real Action Gap
13:55 - Digital Transformation Déjà Vu
16:11 - The Illusion of Effortless AI Adoption
19:11 - Execs Are Confident—But Delusional?
21:27 - AI Peanut Butter Strategies Fail
26:37 - Gen Z Quietly Uses Unsanctioned AI Tools
28:57 - Companies Ban Meeting Transcription Tools
31:35 - Why CEOs Punt AI Projects to CIOs
36:05 - CEO Ego and AI: A Conflict of Image
42:00 - AI Tools Still Need Human Oversight
44:19 - What AI Leadership Should Look Like
47:59 - AI Influencers Are Getting It Wrong
50:26 - Giving Tools Isn’t a Real Strategy
54:06 - Stop Hiding: Normalize Using AI
56:25 - Learning and Playing with AI Every Day
59:52 - Org-Level Transformation Strategy
1:01:05 - What Real AI Adoption Looks Like

We help you go beyond the hype—offering real-world solutions, tailored strategy, and the insight needed to deploy AI at scale.

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For All Business Inquiries → pietro@allinondata.com

About All In on Data:
We’re a full-service Data and AI consulting firm helping companies align strategy with scalable solutions. From roadmap to implementation, we’re your trusted partner for ethical, production-ready AI.

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#techpodcast #responsibleai #aitraining

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 of overhyping AI and what’s actually changing in how we use voice assistants, LLMs, and synthetic media. If you’ve ever wondered whether AI magic is smoke and mirrors—this is your episode.
Watch, comment, and subscribe for more weekly AI deep dives.

00:00 - Intro: Is AI Losing Its Magic?
04:23 - Peter Breaks Down “Data Theater”
10:19 - The Problem with ElevenLabs & Fake Reactions
15:44 - Will Multimodal Agents Really Work?
21:32 - Voice Interfaces: The New Hype Bubble?
27:00 - OpenAI, Rabbit, and the Death of the AI Device
32:11 - Why AI Isn’t Ready to Replace Search
39:02 - Tech Predictions: What’s Actually Next?
44:10 - Final Thoughts: Cutting Through the Hype

We help you go beyond the hype—offering real-world solutions, tailored strategy, and the insight needed to deploy AI at scale.

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Want to talk AI strategy with us?
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For All Business Inquiries → pietro@allinondata.com

About All In on Data:
We’re a full-service Data and AI consulting firm helping companies align strategy with scalable solutions. From roadmap to implementation, we’re your trusted partner for ethical, production-ready AI.

Follow Us for More Content:
David's LinkedIn: https://linkedin.com/in/david-r-gleason
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Spotify: http://bit.ly/44BhxGs
Apple Podcast: http://bit.ly/3GHBe6i

#aiexplained #techpodcast #openai

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 chatbot named "Harry" before taking her own life, the hosts unpack where companies like Meta and OpenAI may have crossed ethical lines. Is it dangerous for chatbots to pretend to be human? Should AI be allowed to flirt, or offer mental health advice? What is the role of responsible AI, and how can we keep people safe while embracing tech? This episode dives into the human consequences of anthropomorphizing AI—and what we can all do to stay vigilant.

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 our website for insights, services, and case studies:
https://www.allinondata.com
Want to talk AI strategy with us?
Book a free consultation → https://allinondata.com/contact
For All Business Inquiries → pietro@allinondata.com

About All In on Data:
We’re a full-service Data and AI consulting firm helping companies align strategy with scalable solutions. From roadmap to implementation, we’re your trusted partner for ethical, production-ready AI.

Follow Us for More Content:
David's LinkedIn: https://linkedin.com/in/david-r-gleason
Peter's LinkedIn: https://linkedin.com/in/petermemon
AIoD LinkedIn: https://www.linkedin.com/company/all-in-on-data
Spotify: http://bit.ly/44BhxGs
Apple Podcast: http://bit.ly/3GHBe6i

#aiethics #techsafety #technews

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 conversation takes a bold turn into the future of AI in leadership—asking whether CEOs, managers, or even board members could one day be replaced (or at least advised) by AI. Packed with humor, industry insight, and forward-looking predictions, this episode challenges assumptions about the limits of AI in business and management.

00:00 - Intro & AI News Recap
00:15 - Breaking Down GPT-5.0
05:06 - The Real Headline: Open-Weight Models
09:02 - AI Arms Race & Incremental Gains
19:20 - Could AI Replace the CEO?
33:51 - The “CEO Whisperer” Concept
47:33 - Future of AI in Management

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 our website for insights, services, and case studies:
https://www.allinondata.com
Want to talk AI strategy with us?
Book a free consultation → https://allinondata.com/contact
For All Business Inquiries → pietro@allinondata.com

About All In on Data:
We’re a full-service Data and AI consulting firm helping companies align strategy with scalable solutions. From roadmap to implementation, we’re your trusted partner for ethical, production-ready AI.

Follow Us for More Content:
David's LinkedIn: https://linkedin.com/in/david-r-gleason
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#aitrends2025 #openai #gpt5

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 customer interactions. A must-listen for leaders trying to separate AI hype from substance and stay ahead of the curve in a rapidly changing digital workplace.

00:27 – Introduction and Context
03:24 – Microsoft's AI Research Paper Overview
06:33 – Understanding AI Applicability in Jobs
09:19 – AI's Impact on Knowledge Workers
12:24 – Analyzing Job Displacement Claims
15:23 – The Role of AI in Art and Creativity
18:16 – AI Transparency and Disclosure in Work
21:05 – Conclusion and Future Discussions
31:58 – The Role of AI in Artistic Creation
34:18 – Originality and Derivation in Art
35:46 – AI in Business: Disclosure and Ethics
39:11 – Customer Interactions with AI
43:55 – AI in Hiring Decisions
51:03 – The Future of AI and Human Interaction
56:03 – Authenticity and AI: A Philosophical Debate

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 our website for insights, services, and case studies:
https://www.allinondata.com
Want to talk AI strategy with us?
Book a free consultation → https://allinondata.com/contact
For All Business Inquiries → pietro@allinondata.com

About All In on Data:
We’re a full-service Data and AI consulting firm helping companies align strategy with scalable solutions. From roadmap to implementation, we’re your trusted partner for ethical, production-ready AI.

Follow Us for More Content:
David's LinkedIn: https://linkedin.com/in/david-r-gleason
Peter's LinkedIn: https://linkedin.com/in/petermemon
AIoD LinkedIn: https://www.linkedin.com/company/all-in-on-data
Spotify: http://bit.ly/44BhxGs
Apple Podcast: http://bit.ly/3GHBe6i

#artificialintelligence #futureofwork #aiethics

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 model from scratch. The conversation also tackles the job market for recent grads, the role of liberal arts in tech, and why innovation thrives when you're not under pressure. Whether you're a founder, consultant, or tech leader, this is a must-listen on the future of work, advisory services, and how AI is rewriting the rules.

00:00 Introduction and Context
07:36 The Future of Job Roles and Skills
12:48 AI in Consulting: A New Paradigm
18:08 Real-World Applications of AI in Consulting
26:50 The Value of Expertise and Scalability
34:00 The Role of AI in Knowledge Management
39:11 AI Agents: The Future of Consulting
44:58 Innovation in Consulting: A New Paradigm
51:33 The Future of Consulting Firms

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 our website for insights, services, and case studies:
https://www.allinondata.com
Want to talk AI strategy with us?
Book a free consultation → https://allinondata.com/contact
For All Business Inquiries → pietro@allinondata.com

About All In on Data:
We’re a full-service Data and AI consulting firm helping companies align strategy with scalable solutions. From roadmap to implementation, we’re your trusted partner for ethical, production-ready AI.

Follow Us for More Content:
David's LinkedIn: https://linkedin.com/in/david-r-gleason
Peter's LinkedIn: https://linkedin.com/in/petermemon
AIoD LinkedIn: https://www.linkedin.com/company/all-in-on-data
Spotify: http://bit.ly/44BhxGs
Apple Podcast: http://bit.ly/3GHBe6i

#aiconsulting #futureofwork #businessinnovation

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 compliance. Plus, hear their bold predictions on price compression, throwaway applications, and the future of management consulting. If you're in consulting—or hiring one—this episode is your wake-up call.

00:00 The Evolution of Consulting Firms
05:15 The Future of Offshoring and Labor Arbitrage
10:53 The Role of AI in Development
16:45 The Importance of Communication in Tech
23:07 The Future of AI in Consulting
28:57 Knowledge Retention and AI
34:28 The Economics of AI and Consulting
41:47 The Future of Consulting Firms
47:57 Continuous Monitoring and Compliance
54:48 The Future Landscape of Consulting

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 our website for insights, services, and case studies:
https://www.allinondata.com
Want to talk AI strategy with us?
Book a free consultation → https://allinondata.com/contact
For All Business Inquiries → pietro@allinondata.com

About All In on Data:
We’re a full-service Data and AI consulting firm helping companies align strategy with scalable solutions. From roadmap to implementation, we’re your trusted partner for ethical, production-ready AI.

Follow Us for More Content:
David's LinkedIn: https://linkedin.com/in/david-r-gleason
Peter's LinkedIn: https://linkedin.com/in/petermemon
AIoD LinkedIn: https://www.linkedin.com/company/all-in-on-data
Spotify: http://bit.ly/44BhxGs
Apple Podcast: http://bit.ly/3GHBe6i

#aiinbusiness #agenticai #futureofwork