Enforcement Workflow Application
IN DEVELOPMENT · BLUEPRINT
A next-generation desktop application extending the shared detector core (Plate 02) end to end: moderation-signal ingestion, a pattern engine surfacing coordinated behavior, and verdict routing into automated enforcement with a human decision on every consequential action.
SPECIFICATIONS
Intent
Enforcement teams burn analyst hours on repetitive triage: pulling signals from platform surfaces, recognizing the same coordinated patterns, and routing the same verdicts. The application extends the detector core already running in production (Plate 02) into that workflow, removing the repetition while keeping a human decision on every consequential action.
Architecture
Moderation signals ingest from platform APIs into a local datastore. A pattern engine and classifier surface coordinated behavior and propose verdicts. Verdicts route to automated enforcement only where confidence is absolute and the action is reversible; everything else lands in a human review queue. The analyst owns every consequential decision.
Status
In active development. This plate is drawn as a blueprint deliberately: architecture is settled, implementation is underway, and screenshots will replace schematics as surfaces land.