Last Updated on September 4, 2025 by Editorial Team Author(s): Tobi Beck Originally published on Towards AI. Single AI agents are hitting enterprise limits, but multi-agent workflows unlock 3–5x better performance through specialized collaboration — if you solve the data foundation challenge first. Source: Image by the author While most enterprises are still figuring out single-agent implementations and “basic” AI workflows, early adopters are already discovering fundamental limitatio...