Consulting
Make your team the bottleneck, then unblock it.
Deep-dive technical audits and workflow optimization for engineering teams already shipping AI. We embed, observe, and leave you with a sharper machine.
Engagements
Three ways we work together
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Technical Audit
A 2-4 week deep read of your AI stack: architecture, eval, ops, cost. You get a prioritized report you can act on.
2-4 weeks · fixed scope
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Embedded Engineering
A senior engineer or research lead sits with your team to ship a specific outcome and to leave behind a stronger codebase and stronger people.
1-3 months · outcome-based
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Team Enablement
Workshops and pair-coded reviews that lift the median engineer's AI fluency. Less buzzword, more shipped code.
3-10 days · on-site or remote
How we work
No theater. Just engineering.
visibility
Transparent by default
You see our reasoning, our trade-offs, and our code. Nothing happens off-camera.
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Aligned incentives
We optimize for the smallest engagement that ships your outcome, not the longest invoice.