THE REGIME SHIFT
AI increases output.Governance makes it operational.
Output outpaces human review.
Agents produce more code than teams can verify. The new bottleneck isn't writing software—it's shipping it safely.
Velocity requires strict policy.
Speed scales faster than teams can govern it. Hardcoded delivery rules ensure velocity doesn't outrun accountability.
Governance is the infrastructure.
The real differentiator isn't more AI. It's a single engine deciding what ships, what escalates, and what blocks.
THE GOVERNANCE LOOP
From signal to policy to decision.For delivery work.
- CI failing
- Sensitive files changed
- Safe dependency bump
- Require passing checks
- Require human review
- Prepare governed follow-up
- ✗Block
- →Escalate
- ✓Prepare
Prepared action, human escalation, risk review — current outcomes run through the same policy model.
PRODUCTS
Public product surfaces.One system behind them.
/Sweep — prepare governed PR actions and reduce backlog drag./Gate — observe delivery objectives and surface policy signals.More products coming on the same governance system.
Ship
Prepare low-risk actions. Escalate the rest.
- Dependency bumps identified for governed follow-up
- Security-sensitive files flagged
- Fits into GitHub-based AI-assisted workflows
Govern
Set the rules. Review delivery risk.
- Set delivery targets, track current repo signals
- Live repo signals and scoring
- Plans aligned to policy, not just velocity
THE SUBSTRATE
Shared infrastructure for current product surfaces.
Repository signal layer
Continuous tracking of PR readiness, test states, and dependency health.
Unified policy engine
Standardized delivery rules, risk thresholds, and policy checks across current products.
Workflow orchestration
Controlled task routing, sequential testing, and delivery coordination.
Human escalations
Fallback review gates triggered when changes exceed configured thresholds.
Sweep and Gate share the same signal layer, policy engine, and workflow orchestration.
Start with Sweep and Gate.
Live now, learning in public with real user feedback.