Managed governance
Slops turns delivery outcomes into decomposed evidence for model-routing proposals. Until customer-specific calibration and approvals exist, the system observes, explains, and proposes only.
The page shows classes of calibration evidence, not private evaluations, customer payloads, raw logs, or internal operating records.
Work that cleared required gates and stayed clean long enough to be useful as positive evidence.
Corrections, reverts, failed gates, or rollback-style outcomes stay visible by source class.
Rework and follow-up edits are treated as texture until the customer agrees how to interpret them.
Output quality becomes safe when the operating contract says what the evidence can do. Slops keeps that contract explicit and managed.
Collect durable positives, backed negatives, and churn texture without exposing private payloads or raw customer work.
Define customer-specific thresholds, noise handling, approval rights, and the evidence needed before routing can change.
Suggest profile adjustments only above existing capability, risk, identity, security, and approval floors.
No outcome score can auto-write a routing profile, lower a floor, or autonomously apply a policy change.
A proposal can explain evidence and tradeoffs. It cannot pretend a score is settled truth, and it cannot act outside the customer-approved operating boundary.
The managed service starts with visibility and review. Automation expands only after the customer agrees the evidence, thresholds, and approval receipts are strong enough.