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Practical AI · Sample post

Better inputs. Better automation.

Why a little attention to your data and handoffs can matter more than adding another tool to the stack.

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Map the inputs

List the information the workflow needs and where it comes from. Check which source is authoritative and which fields are commonly missing or out of date.

Agree a shared structure

Consistent names, clear required fields and a simple intake template make work easier for people and software alike. Start with the information that the selected workflow actually uses.

Plan for missing information

A useful system knows when it cannot proceed. Route incomplete records to an owner with a clear explanation instead of allowing a guess to become the next team's problem.