Enterprises Face Orchestration Challenges Managing AI Fleets

Enterprises are confronting mounting orchestration challenges as deployment of task-specific AI agents accelerates, with 2025 pilots giving way to broader 2026 adoption. Industry forecasts project about 40% of enterprise applications will integrate agents by year-end, producing average organizations' fleets exceeding 50 specialized agents. Without centralized oversight these autonomous tools risk becoming 'Shadow IT,' increasing governance, liability and operational complexity.