Virtana's Agentic AI

Aug 17, 2026

Anomaly Detection Isn’t Agentic AI.

Detecting anomalies is table stakes.

That’s pattern recognition.

Agentic AI is different. It understands dependency chains, explains cause and recommends action.

There’s a big gap between:

“Something changed.” and “Here’s what broke and what to do next.”

If your AI stops at anomaly scoring, you’re still doing the thinking.