What I'm learning,
building, and thinking.
Practical takes on enterprise AI adoption, automation for small businesses, and what it's actually like to build AI systems that work. No hype. No vendor pitches. Just what I've seen, built, and learned.
I Built 50 AI Agents to Run My Consulting Business — Here's What I Learned
A behind-the-scenes look at building a 50-agent AI system that handles lead generation, proposals, delivery management, and invoicing for a one-person consulting practice. What worked, what broke, and what I would do differently.
The AI Quick-Start Guide for Small Business Owners
You do not need a data scientist or a six-figure budget to start using AI in your business. Here is a practical, no-hype guide to the automations that deliver real ROI for companies with 5 to 200 employees.
Why 80% of Enterprise AI Pilots Fail — And What Actually Works
Most enterprise AI pilots never make it past the proof-of-concept phase. After leading AI adoption from single digits to 80%+ at Marvell Technology, here is what separates the pilots that stick from the ones that quietly die.
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