All Case Studies
AI & Machine Learning
Agentic Ops — AI Agents That Resolve Tier-1 IT Incidents
An enterprise IT org automated common service-desk workflows with supervised AI agents that escalate safely when confidence is low.
Ticket volume outpaced staffing. We introduced agentic automation for password resets, access requests, and known-error playbooks.
Challenge
High volume of repetitive tickets and inconsistent runbook execution.
Solution
Tool-using agents, approval gates, audit trails, and continuous evaluation against golden tickets.
Outcomes
Lower MTTR for Tier-1 issues and freer analysts for complex work.
Lower Tier-1 MTTR
Safe escalation gates
Auditable agent actions