For commercial teams building with agents

Your team knows things your AI doesn't. Let's fix that.

I build a Team Brain: your trusted sources, past decisions, and rules, in one place your agents work from. In my own BI team, it cut the questions reaching us by about 90%.

Book a 30-minute call See how it works

9 months in production90% fewer questions to BI

AI does not know how your business works.

Most commercial teams already have capable AI tools. But the agent does not know how the business works, which information to trust, or what has already been decided.

That means every important project starts by rebuilding context from scratch. People repeat decisions, agents work from incomplete assumptions, and useful learning disappears into old chats and documents.

Make the next project start smarter.

A Team Brain keeps the brief, plan, evidence, and decisions behind a piece of work connected, so the next project starts with what the last one learned.

Loose research papers and business material scattered in a disordered pile. — Scattered context
Research, documents, and past decisions.

Working binders bring research, plans, and evidence together. — Work in progress
A brief, a plan, and evidence for this project.

A compact collection preserves useful decisions and knowledge. — Learning to reuse
Decisions and lessons for the next project.

See the operating model

Selected work

Stakeholders stopped queueing for BI and started asking the system.

At a 90-person HR tech company, I rebuilt the BI function on a Team Brain. Stakeholders now ask agents in plain language, and the agents answer from the same verified knowledge base the BI team maintains.

Nothing enters that knowledge base without review, so the answers stay trustworthy as the system grows. 9 months in, it runs in production.

1 or 2data questions reaching BI each week, down from about 20
0new hires needed, down from the 1 originally planned

Read the BI story

The Starter Kit

Build your first Team Brain.

A downloadable kit to set up your own workspace for Claude Code or Codex. Start independently with one real project, then use your working session with me to go deeper.