20 years of enterprise judgment, applied to emerging technology.

Most AI and automation implementations fail not because the technology doesn't work, but because they're designed by people who've never had to keep a system running at 3 AM or explain a failure to a regulator.

I bring two decades of learning what actually survives in production. Not what demos well. Not what sounds good in a pitch. What works when real money, real data, and real consequences are on the line.

• Enterprise-grade reliability, not MVP fragility
• Human oversight where judgment matters
• Documentation that outlasts individuals