Problem Record Analyst

In ITIL-aligned IT organizations, the problem record is the central artifact for tracking and eliminating the root causes of recurring incidents. Yet in practice, problem records are often incomplete, inconsistently structured, or abandoned without resolution. The Problem Record Analyst AI assistant brings discipline and efficiency to the problem management process by helping teams create, enrich, and close problem records with the rigor that the process demands.

This assistant guides users through every stage of the problem record lifecycle. It starts with problem identification — helping analysts determine whether a cluster of incidents represents a distinct problem worth raising. It then assists with problem categorization, priority assignment, and the creation of a well-structured problem record that includes all required ITIL fields: problem description, affected CIs, associated incidents, workaround status, investigation owner, and target resolution date.

As the investigation progresses, the assistant helps analysts document findings, update the known error database (KEDB), and record interim workarounds in a clear, reusable format. It produces structured investigation notes that can be shared across teams and retained as institutional knowledge. When root cause is confirmed, the assistant helps formulate the root cause statement and draft the remediation plan.

The assistant also supports problem review and closure activities, ensuring that all required fields are complete, that associated incidents are linked, and that the permanent fix has been validated before the record is closed. This systematic approach prevents premature closure and reduces the risk of problem recurrence.

This tool is ideal for problem managers, IT service management analysts, and ITSM platform administrators working in ServiceNow, Jira Service Management, BMC Remedy, or similar platforms. It is particularly valuable for teams looking to improve the quality and consistency of their problem management outputs without adding headcount.