AI agents and large language model (LLM) apps have moved past demos and are quickly becoming part of critical production workloads across enterprises. Gartner reports that 40% of enterprise applications will be integrated with task-specific AI agents by the end of 2026, a dramatic increase from less than 5% in September 2025.¹