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


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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.
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.
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!
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
We embed with one of your teams, architect its workspace for AI, and put a custom agent into production, all in three weeks.
“Their team was immensely helpful in bringing clarity and efficiency to our organization.”
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.

