Course: Enterprise GenAI — From POC to Production
Move your GenAI initiative from a proof of concept that impresses a demo audience to a production system that survives contact with real users, real data, and real scale.
Talk: The PM's Guide to GenAI — From Hype to Production Metrics
A hands-on 2-hour workshop for product managers, engineering leaders, and executives learning to evaluate GenAI investments with rigorous production metrics.
Talk: Agentic AI in the Enterprise — Patterns, Pitfalls, and Production
A 45-minute technical talk on agent architecture, tool reliability, human-in-the-loop patterns, and the risk spectrum — with real production examples from clinical AI.
Claude vs GPT-4 vs Gemini: Enterprise AI Platform Showdown
I've spent the last two years building AI products on top of Claude, GPT-4, and Gemini — across healthcare, edtech, and enterprise technology. Here's what I actually learned about when each one wins.
Multimodal AI: Beyond Text — Vision, Audio, and Video
Multimodal AI — models that process images, audio, and video alongside text — has moved from research curiosity to production capability. The product opportunities are significant, but so are the failure modes that don't show up in demos.
Transformer Architectures Explained for Product People
Transformers are the engine inside every large language model you're building on. Understanding how they actually work changes how you scope features, set expectations, and make architectural decisions.
Multimodal AI Explained: Text + Images + Video in One Model
For most of AI's history, a model did one thing: text, or images, or speech. Multimodal AI does all of it simultaneously — and the product implications are bigger than most PMs realize.
OpenAI vs Anthropic vs Google: Enterprise AI Platform Comparison 2026
Three platforms. One budget. Dozens of use cases. Here is how I evaluate OpenAI, Anthropic, and Google for enterprise AI buyers in 2026 — with a decision matrix you can actually use.
RAG vs Fine-Tuning vs Agents: A 2026 Decision Framework (Not Just for Healthcare)
The three main GenAI architecture patterns each have distinct tradeoffs that aren't obvious until you've built with all three. Here's a practical decision framework with real cost and latency numbers for choosing the right approach across different industries.
Agentic AI Explained: What It Is, Why It Matters, and How to Build With It
Agentic AI is the next frontier of GenAI — systems that don't just answer questions but take actions, run workflows, and orchestrate other AI systems. Here's what product managers need to understand before they start building.
Multimodal AI Explained: Text + Images + Video in One Model
OpenAI vs Anthropic vs Google: Enterprise AI Platform Comparison 2026
RAG vs Fine-Tuning vs Agents: A 2026 Decision Framework (Not Just for Healthcare)
Agentic AI Explained: What It Is, Why It Matters, and How to Build With It
Enterprise GenAI: From POC to Production
Why most POCs fail and what to do about it - a practitioner's guide to moving enterprise GenAI from demo to real production deployment.