Author · Professor · Founder
I write, teach and build agentic AI that acts only within the authority it has earned.
I wrote three books on agentic AI, I teach five graduate courses at McGill University, and I build these systems for a living at OODARIS AI, the agentic operating system for retail decisions. Before that, I led Data & AI at ALDO Group.
Named a Top AI Leader by RETHINK Retail.

- Founder & CEO
- OODARIS AI
- Assistant Professor
- McGill University
- Former VP of Data & AI
- ALDO Group
Books · October 2026
Foundations of Agentic AI
Two books on the same question: when may software act on its own, and what must it show first? Foundations of Agentic AI Systems answers it in two volumes, from first principles to production. Foundations of Agentic AI for Retail, now in its third edition, answers it for retail.
Autonomy should rise only as evidence rises.

Third Edition · October 2026
Foundations of Agentic AI for Retail
Designing, Building, and Operating Retail AI Agents, from First Principles to Production
About the book
Volume I · October 2026
Foundations of Agentic AI Systems
Models, Learning, and Decisions, from First Principles
About the book
Volume II · October 2026
Foundations of Agentic AI Systems
Agents, Operations, and Governance, in Production
About the bookNow
Building OODARIS AI, the agentic operating system for retail decisions
It watches the business overnight, explains what moved, proposes the fix, and writes the approved action back into your systems. It runs in production at ALDO Group, across four brands. The books describe how a system like it should earn its authority; OODARIS is where that gets built.
Teaching
Five graduate courses at McGill
Since 2019 I have taught in McGill's Master of Management in Analytics. The Systems volumes hold all five courses, from data science to agents in production.
- 01 Enterprise Data Science
- 02 Machine Learning in Production
- 03 Introduction to AI and Deep Learning
- 04 Applications and Architectures of Deep Learning
- 05 Designing and Building Agentic AI Systems
Writing
All writing-
One Gate at a Time: How a Retail Agent Pilot Earns Autonomy
Why a pilot that met every unit of demand can still get a hold at its gate, and why that hold is the road to dependable autonomy.
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Why a Retail Agent Pilot That Passes Still Needs a Post-Mortem
One synthetic holiday weekend and five playbooks show which agent controls hold up in retail, and why a pilot that passes still needs a post-mortem.
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Who Answers When Your Pricing Agent's Markdown Looks Unfair
Your pricing agent followed its rules and a merchant approved the markdown, yet shoppers called it unfair, and someone at the brand has to answer.
Talks
All 14 talks-
Scaling AI Initiatives in Retail (Gen AI Reality Check)
NRF Nexus 2025 · Terranea Resort, CA
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DeepSeek and the Rise of Agentic AI: Redefining Autonomy in Artificial Intelligence
Big Data & Analytics Summit Canada 2025 · Toronto, ON
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Measuring AI's IMPACT on business operations
Newsweek AI Impact Awards 2025 · New York, NY
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Generative AI and the Next Generation of Search
Shoptalk Spring 2025 · Las Vegas, NV
Speaking, teaching, or a decision you want to hand to software?
Write to me about talks, guest lectures and advisory work. For retail decision systems, start with OODARIS AI.