Every agent is a digital process participant
An agent needs an owner, purpose and approved set of sources and tools. Manage these attributes as carefully as employee or service-account access.
Without a registry, the company loses visibility into models, logs and accountability for quality degradation.
Shared control, local accountability
A centre of excellence defines minimum standards for security review, logging, evaluation, data and production readiness. The business owner remains accountable for value and process quality.
- Agent and owner registry
- Standard autonomy levels
- Pre-release test suites
- Periodic access review
The portfolio needs economics
Track not only model costs but integration support, evaluation, incidents and expert review. Retire pilots whose value does not justify operational complexity.
A governed portfolio reuses components and scales only patterns that have demonstrated quality.