AI Consulting
Operational systems for firms that outgrew spreadsheet sprawl and need clean execution.
Explore consulting
AI automation, consulting & systems design
Thoughtful systemsthat grow with you
I help founders, operators, and small teams trade fragile spreadsheet workflows for custom systems they actually own. AI operations, custom software, and the websites around them.
What I do
Living systems
Three roots, one through-line. Different surfaces, same belief: if it matters, it should work when it counts.
Keiter & Co.
Custom ordering, booking, and loyalty that small businesses own instead of rent, plus the website around them.
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Building Out Loud
Real notes from the middle of the work. No polish, no sponsorships, no hot takes.
Read the journalRoots first. The visible part is only ever as good as the system underneath it.
Recent work
Things I built that actually run.
Multi-agent AI
IMHub and the Copilot agent fleet
A production multi-agent platform shipped into Microsoft Federal. Nine agents and a Python pipeline working as one system, with guardrails and audit controls.
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Case study
CRA Enterprise AI
AI case review automation. A four hour review becomes twenty five minutes. Fifty one features, built in one week using agentic methods.
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Product
Strata
An AI operations dashboard for boutique specialty accounting firms. Local first, quiet, and built to be owned.
ViewFrom the journal
Building out loud.
Real notes from the middle of the work. No polish, no sponsorships, no hot takes.
All entries
Working on something that needs a system behind it?
If your team is running hard and still stuck in manual loops, we should talk through the workflow.
Start the conversation