How a pilot is measured

Set the baseline before touching the workflow.

Measure the current cycle time, labor time, volume, rework, error rate, and exception rate. Without the before state, improvement is a story rather than evidence.

Measure four dimensions together.

Operating value is necessary but incomplete. A credible scorecard also tracks quality, adoption, and risk throughout the test.

• Value: time, capacity, cost, or revenue
• Quality: accuracy, rework, and exception handling
• Adoption: usage, completion, and human override
• Risk: privacy, security, compliance, and failure severity

Agree on the decision rule in advance.

Define the minimum evidence required to scale, revise, or stop. The pilot should be able to fail honestly without becoming a permanent experiment.

• Scale when the threshold is met
• Revise when the mechanism works but adoption or quality does not
• Stop when value cannot justify the operating burden