Tag: observability

All the articles with the tag "observability".

• Seven in Ten Enterprises Cannot Tell Which Agent Broke Production

  Published:Oct 21, 2026 |  at 03:50 AM

  Kore.ai's Agent Productivity Index 2026 found 70% of enterprises could not name the agent responsible for a multi-agent failure, even though most detect that something broke. Attribution is an identity problem: it needs an action record, a dependency graph and a named owner, not another dashboard.

• The Agentic Trust Gap: Why Enterprises Can't Move from Pilot to Production

  Published:Apr 25, 2026 |  at 12:00 PM

  Enterprises are discovering that AI agents do not fail at scale because the models are weak. They stall because identity, runtime controls, and observability are not mature enough to support autonomous action in production.

• The Agent Supervisor Layer: Why Enterprises Need Human-in-the-Loop Orchestration for Multi-Agent Systems in 2026

  Published:Apr 21, 2026 |  at 12:00 AM

  Multi-agent systems create speed, but they also create coordination risk. Enterprises need a supervisor layer that combines human judgement, guardian agents, telemetry, veto rights, and escalation paths before autonomous work scales.