What they bring
A defined capability, tool manifest, data requirements, evaluation method, permission model, and failure controls.
PARTICIPANT 24 / 24
AI builders contribute bounded automation whose tools, data, permissions, logs, and escalation paths remain under human-governed controls.
Typical participants
Agent builders, workflow-automation teams, AI operations specialists, model providers, and API services.
Agent builder · workflow automation · model/API
A defined capability, tool manifest, data requirements, evaluation method, permission model, and failure controls.
Scoped workflows, authorized data, testable acceptance criteria, safe sandboxing, human review, and attributable run history.
The workbench describes a bounded assistance pattern for intake, structure, checks, and drafts. It is not proof that a public AI product or integration is live.
Tool permissions, private data, external side effects, production access, approval, and every irreversible action.
PUBLIC BOUNDARY
Agents may read or draft only within granted scope; they cannot approve their own output or create formal external effects.
Evidence vocabulary: service_proof · technical_proof
Service