/ Selected work
Systems that survived contact with reality.
Business context, architecture, hard decisions, and outcomes — the evidence behind the advice. Not product descriptions.
Making industrial data usable by machines
Acquire, normalize, enrich, search, and structure fragmented industry information at scale.
Automating regulated compliance
Combine document intelligence, deterministic rules, AI reasoning, workflow automation, and human review.
AI that talks to customers — and takes action
Connect voice, SMS, and email agents to systems of record so conversations resolve actual work.
Modernizing software while the business keeps running
Replace aging systems and infrastructure without interrupting operations.
From AI experiment to enterprise architecture
Decide what should be AI, what should remain deterministic, and how people, agents, data, and systems interact.
What are you trying to make real?
If you’re making an important decision about AI, technology, architecture, or engineering — or trying to move an ambitious idea into production — I’d be interested in hearing about it.
Discuss an AI initiative