Gartner projects that 40% of enterprise applications will incorporate task-specific AI agents by end of 2026, compared to less than 5% in 2025. This is not a gradual shift—it is a structural reorganization of how knowledge work gets done. Multi-agent AI systems, in which specialized models collaborate autonomously on complex, multi-step objectives, have moved from…