AI Readiness audit + AI Agent Pilot
One team
3 weeks
$12k

Put AI to work in Notion

In three weeks, we embed with one of your teams, learn how their work actually moves, then design and build their Notion workspace around it, with the first agent live in production.

Our clients are backed by the world’s leading investors & institutions

The problem

Your workspace should be working for you

Most teams already have the tools. They've invested in Notion, added AI, and connected the systems their teams rely on. But AI still isn't doing real work. Agents need structured, reliable information to act on, and most workspaces were built for people to read, not for agents to work from.

What's missing is a data model that holds up as the organization grows, clear ownership of the work agents take on, and a defined sequence for where AI goes first. Without that structure, every team builds its own way, and AI has nothing reliable to work from.

We start with one team's workspace, get it working, and then move from there.

Deliverables

An AI-ready workspace, and an agent already working

What's included in the pilot

A ranked list of opportunities

Every place AI could take real work off the team, scored by effort, cost, and return. Including the ones to skip for now, and why.

A teamspace built for AI

We design a new data model and schema for agents and humans, built and migrated, not a diagram of what it could look like.

An accountability model

A clear map of which person is accountable for the work once agents are deployed. Every agent gets an owner.

plus ✨

Your first agent, live in production

We build your top opportunity as a working agent in the new teamspace, so by the readout it's already doing real work.

PLatforms

We build on the tools you already use

We have extensive experience with dozens of platforms, and have certifications and partnerships with many of them.

& many more!

Approach

One team, done properly

Org-wide AI assessments skim everything and change nothing. We pick one team with you and go deep. For a startup, that's often the whole company. For an enterprise, it's one department or function.

We then embed with the people doing the work, not just the people managing it. We map how requests, decisions, and information actually move. Then we build (or rebuild) their workspace around that, put the first agent into production, and walk you through what comes next.

Pricing

$12,000

 /  team

We embed with one of your teams, architect its workspace for AI, and put a custom agent into production, all in three weeks.

One team, three weeks
Teamspace built (or rebuilt) on a new data model
A custom agent, live in production
Full fee credited toward org-wide rollout

“Their team was immensely helpful in bringing clarity and efficiency to our organization.”

Patrick J. Murphy

Former Acting Secretary of the Army
& U.S. Congressman

FAQs

Questions

How long does it take?

Three weeks from kickoff, depending on how quickly we can get time with your team.

How much of our time does it need?

A kickoff, a handful of 45-minute interviews, a working session to review the new structure, and a readout. Most people spend less than four hours total.

What counts as one team?

One group with shared work and a single teamspace, typically up to 30 people. For a smaller company, that may be everyone. For larger organizations, we start with one team and expand from there.

Do we have to work with Montchanin afterward?

No. What we build is yours. Most teams bring us back for the next team, or for the whole org.

We're not on Notion yet. Does this work for us?

Yes, and it's often the better time to do it. We design the workspace before anything moves, so you start clean instead of spending a year untangling a lift-and-shift.

Will this disrupt the team's work?

No. We build alongside whatever you're using today and switch over once it's ready. Nobody wakes up to a missing database.