AI pilots are often easy to demonstrate.
The real challenge is turning them into dependable business operations.
Moving from proof of concept to production requires more than selecting a capable model. Enterprises need clear decisions around governance, ownership, data, integration, security, monitoring, human oversight, and continuous improvement.
In this article, I break down the operating model behind production-ready AI, including the nine decisions organizations should make before scaling AI across real workflows.
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