Everyone can now build with AI. Winners have focus, craft, & speed.
We help you be one of them. We are a small senior team that has launched and scaled products at Amazon, Coinbase, Deloitte and various startups, now deploying the playbook for founders and teams who play to win.
Trusted by leaders at
















Choosing the right thing, building it well, growing it. That's the whole game now.
Choosing the right thing, building it well, growing it: these were always what mattered. They were just crowded out by how hard and slow building used to be. So much effort went into making the thing that the harder questions got less attention than they deserved.
Now AI has made building fast and cheap, and that's changed the balance. The part that used to consume everything matters less. What's left, the judgement, the quality, the growth, matters more than ever, because it's now the whole game.
That's the work we do.
Three things, done properly.
Build
We make it properly. Fast where it should be fast, solid where it has to last.
Learn more →Scale
We help you grow it: customers, operations, and the raise when you're ready.
Learn more →People who can't afford to guess.
Founders
who need a partner who can both think and build.
Executives
who want to move fast on AI without betting the company on a guess.
Teams
who need outside firepower to get a hard thing right.
Outcomes we can name.
Among others:
















Learnings from the work.
Patterns we keep seeing, written up from real engagements.
Where the value goes when building is free.
A thought experiment: if every digital experience converges to a chat, a memory and a view, what's left worth owning?
Read note →Skills are all you need
If every experience converges to chat, memory and a view, what if the architecture underneath converges too, to nothing but context and skills?
Read note →600+ AI models. How do you choose?
A simple old idea for a very new problem: plot capability against cost, then ignore everything below the frontier.
Read note →Get the next one in your inbox.
Occasional. As spotted in the field.
We've done this on the inside, not just advised on it.
We've shipped AI into live production. We run real operations where a wrong call costs real money the same week. We've scaled companies from a few people to a lot.
We've paid for being wrong and we know how much it hurts… which is how we learned what to do instead.
Knowing what to do with them is everything.
If you're building something and want it to be the right thing, built well, and scaled fast, let's talk!
Worst case scenario it's a fun chat. Best case scenario, it's another Anthropic! We always aim for the latter.