Across 15,000 monthly database tickets, Pythian says AI agents prepare the first runbook before an engineer steps in. Its reported gains reveal a workflow built around people, training and continuous upkeep.

After 25 years inside enterprise technology, the XOPS co-founder is betting that the future of IT belongs to systems that complete the work - while people supervise the outcome.