Agent Governance: landscape
The gap every control plane leaves open.
No one else reconciles agent decisions to business meaning, mandate and outcome.
| Capability | Frontier-lab agent platformsCowork, ChatGPT Work, Gemini Enterprise, Copilot Studio | Developer agent observabilityLangSmith, Langfuse, Arize, Datadog LLM Obs. | GRC & audit incumbentsServiceNow, Workiva, IBM OpenPages | ActeeAgent Governance |
|---|---|---|---|---|
| Live agent telemetryWhat ran: traces, logs and tool calls | ||||
| Reconciled to business meaningMapped to your entities, KPIs and lineage | ||||
| Checked against a commercial mandateDecision rights, not just access | ||||
| Closed against business outcomeDecisions joined to the KPIs they moved | ||||
| Board- and examiner-ready evidenceAppend-only decision ledger |
- Full
- Partial: for example own agents only, token cost without outcomes, or policy without live checks
- Not addressed
Close the gap on your own agents.
Start with one function: what your agents decide, who may approve it, and how it would be evidenced.