Agentic AI Reliable Production and Observability
Key Questions
What acquisitions are driving growth in AI guardrails and monitoring?
F5 acquired SurePath AI for shadow AI detection, TrueFoundry acquired Seldon to connect MLOps with agentic control, and Sazabi raised $8M for AI-coding-agent monitoring.
What is Kaarvi's new platform for agentic AI?
Kaarvi introduced its Living Data Platform, an agentic AI data management system designed to help organizations transition to governed agentic AI deployments.
What challenges remain for scaling agentic AI workloads?
A 74% rollback rate and ongoing governance gaps continue to block adoption, making reliable infrastructure and observability essential for production use.
Demand for enterprise‑grade guardrails and monitoring grows. F5 acquires SurePath AI for shadow AI detection, TrueFoundry acquires Seldon to bridge MLOps and agentic control plane, Sazabi raises $8M seed for AI‑coding‑agent monitoring. Kaarvi debuts Living Data Platform for governed agentic AI. 74% rollback rate and governance gaps remain blockers. This infrastructure layer is becoming table stakes for scaling agentic workloads.