How we deliver · Cambrian
How the work ships
The delivery model, and the engine underneath it. A named architect answers for both.
Most AI projects die at the delivery layer, not at the model. The hard part is grounding agents in real context, proving every change, and keeping a human accountable. Most vendors hand you hours and hope.
We built the system that does that work, and we sell the outcome it produces. Here is how an engagement runs, and the engine it runs on.
Part I · The delivery model
How an engagement runs
The same six moves, every engagement. The judgment gates stay human.
01Embed
A senior architect embeds with your team. Your repo, your standup, your cadence. The team keeps the capability.
02MapJudgment gate
The work goes on one map. We agree what stays human, what stays your call, and what goes to agents.
03Build
Agents build on Cambrian, grounded in your data, in live environments with a real copy of it.
04GateJudgment gate
Every change replays every check. Nothing merges unproven. Your people review in the same running system.
05Measure
Every Mandate is priced on a number you already report. Miss the target, we keep working on our margin.
06Stay
An architect stays on call between Mandates. The Vigilance Layer maintains what shipped and surfaces the next opportunity.
Part II · The engine
The engine underneath
One engine. Every scope sealed.
Cambrian · layer by layer
- I.
Agent mesh
A mesh of agents does the work. Capacity scales through the mesh, not headcount.
- II.
Governed memory
Every call and document becomes governed, time-aware memory the same day. The engine knows what was true, and when it changed.
- III.
Live environments
Agents build in live environments with a real copy of the data. A human reviews in the same running system.
- IV.
Verification
Every change replays every check before it ships. That is what makes a fixed price possible.
- V.
Human judgment
Scope, ship, and delete are human-final, enforced in the platform, not in a policy doc.