SREs to AI agents: Prove yourself before you touch production

Trusting an AI agent to summarize user complaints about downtime is one thing; trusting it to fix the problem unattended is something else entirely.

A survey of 696 experts The Register ran with NeuBird AI in April 2026 found that 73 percent are not using AIOps at all, another 19 percent are in pilot, and only eight percent have it in production.

Asked what's stopping them, 60 percent of respondents cited a lack of trust, by far the biggest issue, with concerns about ROI, security and data quality each registering at around 12 to 13 percent.

NeuBird AI's Production Ops Agent is designed to close that trust deficit. Rather than summarizing the alert queue, it continuously correlates metrics, logs, traces, infrastructure telemetry, deployment activity and dependency relationships, then runs investigations across that combined picture to suggest probable root causes and next actions. It also works a step upstream. Rather than...

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