AI agents and LLM usage inside organizations
We’re starting to see more internal AI agents, LLM tools, and OpenAI integrations being adopted inside organizations.
I’m curious how DevOps / Security / Platform teams are currently handling visibility into this space.
For example:
- AI usage monitoring
- token/API cost tracking
- prompt auditing
- governance
- runtime monitoring
- risky prompts or data leakage concerns
Are most teams building internal tooling for this today?
Or relying on existing platforms?
Would love to hear how people are approaching this operationally.
u/Antique_Print_5342 — 6 days ago