Discover
Map constraints, data gravity, and where the stack must stay private. Agree scope and success criteria before any build.
Held close. Built in-house.
Private local-model and agent ops for founders who keep the stack close.
We build private systems that stay yours — models, agents, and the ops that hold after launch day.
Founders who can’t afford a black-box vendor come here. We incubate capability inside your environment: local inference, agent workflows, and the hardening that makes the stack trustworthy when it matters.
No slide decks as deliverables — working systems, shipped into rooms you control.
Capability, kept close.
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Private local models
Inference and fine-tuning that never leaves your perimeter. Sized to your hardware, locked to your data.
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Agent ops
Workflows, tooling, and supervision so agents do real work — with clear boundaries and audit trails.
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Hardening & handoff
Security posture, runbooks, and a clean transfer so your team can own the stack without us in the loop.
Discover → Hatch → Run
A short arc from constraints to production. Clear stages, no theatre.
Hatch
Build and harden the system in your environment — models, agents, and the ops surface that keeps them reliable.
Run
Hand over runbooks, monitoring, and ownership. Stay available for a defined window, then step back.