How we help
We help a handful of teams each year make the leap to AI. Then we hand them the keys.
Each year we take on a few engagements with teams whose problems genuinely excite us. The kind where research is part of the answer, not an afterthought. We sit alongside your team, we ship something real, and we leave you owning every piece of it. No pitch deck. No black box. Just the work, done properly.
The shapes of work
Four ways an engagement usually looks.
Build an internal company brain to help you integrate AI into your actual processes.
A private brain over your mail, calendar, tasks, docs, and data. Searchable, ask-able, and quietly compounding the longer you use it. The first step to weaving AI into how you actually work. Yours when we're done.
Put agents into production. Keep them alive.
From a sketch on a whiteboard to an agent that lives in production and earns its keep. We design it, wire it into your stack, put guardrails where they matter, and stay until your team has every answer.
Solve the hard graph problem.
Customers and products. Proteins and pathways. Internal knowledge graphs. If your hardest problem looks like a network, we bring the compact priors and structural transfer from our research, and we ship something you can actually run.
Run your agent runtime for you.
Don't want to run the runtime, the monitoring, and the model layer yourself? We host it on Platos, manage observability and routing, keep models and tools current, and let your team focus on what the agents do, not how they stay alive.