A global bank cut incident response time by 70% with autonomous agents.

The bank's IT service desk was drowning. Thousands of routine incidents a day — password resets, access requests, known-error remediations — sat in a queue that analysts cleared by hand. Response times slipped, the same fixes were re-typed hundreds of times a week, and every action still had to satisfy a regulator. Adding headcount only moved the ceiling; it did not remove it.

We deployed orchestrated agents into the service desk, each running under a scoped identity with least-privilege access to the systems a fix required. Agents classified an incident, planned the remediation, executed it across ticketing and identity systems, then verified the result against the resolution criteria before closing. Low-confidence cases escalated to an analyst with the agent's reasoning attached. Every action landed in a tamper-evident audit trail.

Within two quarters, routine incidents were resolved autonomously around the clock, and mean response time fell 70%. Analysts moved off repetitive triage and onto the complex cases that actually needed judgement. Because every agent action was logged and reversible, the bank's internal audit signed off on expanding autonomy to adjacent workflows.