What we help with

Practical AI integration for teams that do real work.

Consulting

We help teams figure out where AI actually helps—and where it doesn't. This usually starts with understanding your current workflows, not with AI.

Typical engagements include:

  • Workflow analysis: identifying high-friction tasks that AI could address
  • Context engineering: structuring information so AI can use it effectively
  • Integration design: building AI into existing tools and processes
  • Team training: helping people use AI productively and safely

We work with teams of all sizes, from solo founders to established organizations.

Proof of work

We build in public. These are real tools and templates we use ourselves.

Claude Project Template

Live

A starter template for AI-assisted development with guardrails, task management, and repeatable workflows.

BRAIN Method

Live

A structured approach to breaking down features into implementable tasks. Begin, Refine, Arrange, Iterate, Next.

Context Engineering Patterns

Coming soon

Practical patterns for giving AI the information it needs to be useful.

What we don't do

  • • Sell AI as a solution to problems you don't have
  • • Promise automation of work that requires human judgment
  • • Build systems that bypass human oversight
  • • Recommend tools we haven't used ourselves

Have a workflow that could use less friction?