Decision Walk: Pick the Output Surface
Choose the right output surface by following consumer, risk, and action questions in sequence.
The situation A team is launching three AI features at once: a manager recap, a lead-scoring export, and a button that can open remediation tasks. Everyone wants one standard output pattern for all three. The same model can require different contracts depending on what happens after generation. The framework Consumer → Contract → Action Ask who consumes the output, what drift would break, and whether the system needs to execute an operation instead of merely describe one. Shortcut to avoid Choosing one output style for every workflow because it feels simpler. The stronger the machine dependency, the more explicit the…
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