A practical model for turning agent experiments into controlled enterprise services with runtime adapters, workspaces, publishing and audit.
AAAS delivery
Production path for governed agents
A governed service does not stop at execution. It must define users, workspaces, result publication and operating records.
01
Request
Capture the business request, expected output and review owner.
Input
02
Run
Execute through an approved provider and workspace boundary.
Runtime
03
Review
Check output quality, data use and publication readiness.
Quality
04
Publish
Deliver the result with audit trail and feedback loop.
ServiceThe gap after the prototype
Agent prototypes are easy to demonstrate but hard to operate without identity, workspace boundaries, runtime contracts, result publishing and review records.
AAAS service loop
- Catalog the agent type, instance and skills.
- Route work through a unified portal and task center.
- Run through provider adapters such as OpenCode, Dify or Hermes.
- Publish results through revocable and auditable links.
Governance requirements
- Account isolation and permission bits.
- Sandbox and workspace scope.
- Key masking and provider configuration control.
- Usage, cost, publishing and operations audit.