Capabilities · reuse · governance
An isolated AI use case can be useful without becoming scalable. Data and AI products create a reusable contract around a valuable capability: a clear purpose, an owner, defined inputs and outputs, quality expectations, governance and a lifecycle.
Move from local utility to reusable capability
Start with value
Name the business capability and the outcome it improves before selecting a model, tool or interface.
Design for reuse
Make the capability discoverable, understandable and safe to use across more than one workflow.
Operate the product
Give it ownership, measures, quality boundaries, governance and a way to improve or retire it.
Thinking on Data & AI Products
From AI Use Cases to Reusable AI Products
AI creates broader enterprise value when useful capabilities become reusable products with ownership, quality expectations, governance and a lifecycle.