In an insightful piece for GovCon Wire, CTO Jennifer Sample explores how artificial intelligence is fundamentally reshaping IT Service Management (ITSM) for federal agencies. Moving beyond traditional rule-based workflows and manual processes, Sample describes how today's AI-powered ITSM systems use reasoning capabilities that mimic human judgment while learning continuously from complex mission environments. Her analysis reveals how intelligent triage, dynamic case categorization, and predictive risk detection are replacing the rigid, checklist-driven approaches that struggle with the edge cases and unpredictable incidents common in government systems.