The Orvantis journal

Scoping an AI pilot

Start with one task and a way to judge whether the output is useful.

Artificial intelligenceBy Orvantis Editorial

01 / Artificial intelligence

Build an evaluation set

Collect representative examples and define acceptable results with the people who do the task. Include ambiguous cases and examples where the system should defer to a person.

02 / Artificial intelligence

Set operating boundaries

Plan data access, human review, latency and cost limits. Compare results against the existing workflow before deciding whether to expand the pilot.

Every project has its own constraints. Use these ideas as a starting point for a conversation with your team.

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