AI and agent inventories
What is running, what it can reach, what it is allowed to do, and who owns it.
Service line 06 · Agentic AI orchestration
AI automation that answers the same questions as any material system.
The work delivers governed AI automation with approval gates, monitoring, decision records, and human accountability.
Who this is for
Who needs governance around AI automation in production?
AI automation is easy to demonstrate and hard to account for. The questions that follow a demonstration are about who approved the action, what it did, how it is monitored, and how it is stopped.
This work suits organizations that want automation in production and need it to hold up to the same review as any other material system. Programs use ISO/IEC 42001 and the NIST AI Risk Management Framework as reference frameworks.
What the work includes
What does governed AI automation include?
- AI and agent inventory
- Approval gates before an agent takes an action that matters
- Monitoring and alerting on agent behavior
- Verification and rollback patterns
- Decision records naming the accountable human
- Operating documentation for the people who run it
Deliverables
What do you receive from an AI automation governance engagement?
Approval workflows
Defined points where a human decides, with the decision recorded.
Verification and rollback patterns
How the output is checked before it is trusted, and how an action is undone.
Operating documentation
How the system runs, how it fails, and how it is stopped.
How it supports audit readiness
How do you answer exam questions about an AI system?
AI work ships with approvals, records, and a stop path, so the exam answer is documentation instead of a demonstration. The governing questions are the ones already asked about any system that can change data or spend money.
The governance model is described on AI governance.
What this is not
What does the agentic AI service not cover?
- Model training, fine tuning, or data science work.
- An AI product or a platform license.
- Autonomy without a stop path. Every agent has one.
Related services
Compliance and risk management, Cybersecurity, Fractional CIO and CISO leadership
