Brief. Orchestrate. Gate. Audit.
One loop, in one place. A brief coach questions the intent until it can state your requirement back to you — and nothing starts until you confirm it got it right. Specialized agents then do the work, and an evaluation gate decides what moves forward. Every change re-enters through the same confirmation. Every step lands in an audit trail you can hand to a regulator.
↺ every change re-enters through the brief, never around it
Four beats, repeated until it's right.
Work moves through the same loop every time. Predictable enough to govern, autonomous enough to be fast.
Brief
A brief coach doesn't take dictation. It interrogates the intent — what's ambiguous, what's assumed, what's missing — then states back a summary of what it understood. Work begins only when you confirm that summary is right, and every downstream agent works from that same confirmed brief.
- Questions before building
- You confirm the understanding, not just the request
- One confirmed brief, shared by every agent
Orchestrate
A single conductor decomposes the confirmed brief and coordinates specialized agents, with bounded autonomy at each step.
- One conductor, many specialists
- Bounded autonomy per step
Gate
Every artifact passes an evaluation gate before it moves forward. Clears the gate, it commits. Fails, it's reworked — automatically.
- Nothing ships ungated
- Pass commits, fail reworks
- Verdicts are recorded
Audit
Allows, denies, verdicts, handoffs — each lands in the audit trail with a reason. Pipelines and questions, in one record.
- One trail, pipelines and questions
- A reason on every row
- Built for regulated review
Change has one way in — and no agent decides it.
Agents question, flag, and wait. People decide.
Every change — from a bug fix to an architecture change — re-enters through the brief. An agent can flag that scope needs to move; it can never move scope itself.
- Inside the brief: data model, APIs, migrations — no re-approval
- Anything beyond it needs an amendment — your call, every time
- Same loop — human-initiated, human-approved
- Versioned brief — diff and approver on record
Autonomy the enterprise can actually run.
Speed with proof
Agents move at machine pace. Nothing advances without a verdict behind it.
Governed by default
The controls aren't bolted on after the fact. The loop produces the evidence as it runs.
Inside your perimeter
Runs where your data already lives, under your existing controls.
No silent drift
Scope can change mid-flight. It can't change without a person confirming it.
Bring one database. Leave with a pipeline.
A pilot runs on one real source of yours, on an isolated slice or air-gapped if you need it. You keep everything that gets built.