AI integration

Improve efficiency with AI.


We help you safely integrate AI into your business. We find where it creates real value, then build the integration or knowledge base your team needs.

Who it’s for

Two kinds of conversations


If you’re exploring

You haven’t adopted AI yet.

You’re not sure what’s worth doing, what’s safe, or where to start. We help you sort out which workflows AI could meaningfully help, and build the integration from scratch.

If you’re already using it

Your team has tools in hand.

We add structure to what you already have: a knowledge base, or other AI-powered systems like MCP servers. That increases efficiency and frees you up to focus on what matters most to your business.

The work

Things we can build


  • MCP servers. Let AI agents talk to your existing tools.
  • Knowledge bases. Teach AI agents your business, so they answer questions correctly.
  • Data pipelines. Connect your systems so AI can process data automatically.
  • Agent skills. Give AI the exact steps to complete a task.

See how we work →

Why us

Reality, not hype


AI is moving fast. There’s a lot of hype coming out almost daily. We know that you don’t have the time to become an AI guru while you operate your business. We’ve been working with these tools since they came out and have a good understanding of what actually works and what might be sustainable for your business.

We work on whatever your problem needs. AI is one option we evaluate. Sometimes it’s the right answer. Sometimes it’s a clearer process or a simpler tool. We’re willing to recommend either.

Eric Coleman, the principal consultant, has spent almost a decade building software at Twitter, Square, and his own studio. Current AI work includes Remote Codetrol, a mobile AI platform on the App Store. He also holds a PhD in analytical chemistry and earlier worked as a process engineer at Intel and a researcher at Argonne National Lab. The recommendations come from someone actively building with these tools, with the rigor to tell what’s working from what’s hype.

Next step

Want to talk it through?


Whether you’re exploring AI for the first time or already in deep, a short conversation is the easiest way to see if a Focused Consultation makes sense.