I help small businesses turn messy, manual workflows into automation that holds up under real-world use. Background: 16+ years in software consulting and technical sales in high-stakes healthcare environments, having sold and delivered engagements from a few thousand dollars up to seven figures. The last 3+ years have been full-time, long days, hands-on work building, integrating, testing, troubleshooting, debugging and monitoring AI systems and multi-agent AI orchestration daily. I start with messy reality, break it down, fill in the blanks, anticipate odd-balls, fix something small but painful or profitable, test it realistically, build and tighten a verification system that catches near-misses as well as problems, use it in-house as much as possible, educate your team if that's a priority, promote it to production, monitor it, rinse and repeat.

If you need workflow decomposed, automated, tested and made trustworthy... that's what I do.