Sales research + proposals
Faster proposals. Cleaner CRM.
Built around your data, tools, and approval rules.
Cofounder + advisor
B.S. Computer ScienceWork that crosses people, documents, and business systems.
Faster proposals. Cleaner CRM.
Shorter cycles. Fewer dropped handoffs.
Decisions become owned work.
More throughput. Less coordination drag.
Business case · System design · Risks · Build plan
Start the diagnosticDocument the workflow, cost, data, and failure points.
Connect the models, tools, permissions, and approvals.
Run real work, measure the results, and hand it to your team.

I’m a founder and engineer with nearly 20 years of experience building software. I co-founded a Techstars-backed company that was later acquired and have advised startups on growth and go-to-market.
I stay involved from the first conversation through the working system.
AI Systems Orchestration is a 16-chapter guide to building dependable AI systems.
Open the bookPlan, act, verify, recover, and improve—with people in control.
I will tell you if AI can improve it and what to build first.