// talk · conference-session · updated Aug 22, 2026
AgentOps for Data Teams: Observability, Evals, and Control for Production AI
A practical operating model for production AI systems covering evaluation datasets, golden prompts, tracing, regression testing, human approval gates, production monitoring, escalation paths, and kill switches.
- Topics
- AgentOps · AI operations · AI evaluation · observability · production monitoring · AI agents
- Audience
- data professionals · data engineers · engineering teams · AI practitioners
Delivery history
1 deliveryData-Driven Wisconsin
Direct Supply Innovation & Technology Center - Great Hall · Milwaukee, Wisconsin
AgentOps for Data Teams: Observability, Evals, and Control for Production AI
Reach
every figure carries the date it was true- Data-Driven Wisconsin 75 session attendance (as of Aug 12, 2026)
Recordings, slides, and demos
- Slides Data-Driven Wisconsin
- Demo Scout Python fallback with screenshot-supported delivery