Building AI systems that actually work.

I spent 15 years building AI systems inside Fortune 100 companies. At Comcast Labs, I led computer vision and AI for 40,000+ field technicians — but watched most businesses struggle to adopt AI because solutions were too expensive, too complex, or too generic. That's why I started HummingAgent: to make enterprise-grade AI accessible to businesses of all sizes. We build AI employees and custom software — deployed in weeks, not months.