01
AI Strategy & Activation
Pinpoint where AI moves revenue, cost, or speed, test the strongest opportunities, and set the path to execution.
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The AI Studio
Engineering businesses for the AI era.
We work with companies and investors to find where AI changes the economics of a business — then build the technology and capabilities to capture it.
What We Do
From AI potential to operating reality.
02
AI-Accelerated SWE
Redesign how software teams build, ship, and operate now that AI changes what engineering costs.
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AI Factory
Design, build, and run the AI-native products, internal systems, agents, and infrastructure the business needs next.
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Private Equity
Turn AI into portfolio value.
We help investors find where AI increases the value of portfolio companies — and work alongside management teams to capture it.
From portfolio screening and value-creation blueprints to hands-on execution.
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How We Work
Strategy and engineering belong together.
We do not stop at recommendations, and we do not start with technology.
We start with the economics of the problem, test the hardest assumptions early, and stay close enough to the work to build what matters. No pyramid, no hand-offs: the people who shape the strategy build it.
Diagnose · Validate · Build · Scale
Thinking
What we're seeing in the work.
Non Plus Ultra
A blueprint for the AI-native software factory: how it is built, staffed, and run.
Read →High-Impact Engineering with AI
How engineering teams embed AI across the development pipeline, from diagnosis to activation.
Read →Ferrari in the Garage
Why most organizations are not getting the performance they paid for from AI — and what changes that.
Read →Find where AI changes your economics.
Bring us a business, a portfolio, or an engineering organization. We start from the numbers and stay through implementation.
Let's Talk →