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What is an AI automation opportunity score?

An AI automation opportunity score is a weighted rating that shows whether a workflow is a strong candidate for automation based on volume, value, rule clarity, data readiness, integration access, risk, and measurement.

A high score means the workflow is repeated often, affects a meaningful business outcome, has clear rules, uses accessible systems, and can be measured after launch.

A medium score usually means the opportunity is promising but needs cleanup around rules, system access, source data, or human review boundaries.

A low score does not mean AI is impossible. It usually means the team should narrow the workflow, define the owner, improve the data, or choose a simpler first pilot.

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