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last mile challenge
About this tag
The last mile challenge in enterprise AI refers to the difficult gap between developing a prototype AI model and deploying it into production systems that handle real business workflows. On WindowsForum, discussions highlight how companies like Cognizant and Microsoft are partnering to address this problem by embedding agentic AI and Copilot experiences into core processes across industries such as financial services, healthcare, retail, and manufacturing. The tag covers the practical hurdles of moving AI from concept to reliable, mission-critical use, including integration, scaling, and ensuring solutions work in complex enterprise environments.
Cognizant and Microsoft have announced an expanded strategic partnership aimed squarely at the so‑called “last‑mile” problem in enterprise AI — the messy, expensive gap between model prototypes and production systems that actually run mission‑critical workflows — promising to embed agentic AI...