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Traditional workflow automation fails in complex, non-linear enterprise product launches. Multi-Agent Systems like IFPOF coordinate pricing, catalog, and compliance autonomously.
Retrieval-Augmented Generation (RAG) is transforming e-commerce, but simple linear search is no longer enough for complex expert niches. We need Agentic RAG and Multi-Agent systems.
84% of executives expect to deploy AI agents within the next 18 months, but only 23% say they know how to do it effectively. That gap matters. It suggests the main challenge is no longer access to AI tools. The real challenge is operational: how do you organize people and agents so they work together in a controlled, measurable, and useful way?