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Executive / Leadership PlaybookWorksheet

Worksheet · 4 min

Pilot Scorecard

A two-metric scorecard every AI pilot reports against — time saved and correction rate — so the decision to scale or stop is made on evidence, not enthusiasm.

For: Executive sponsors and pilot owners

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Pilot Scorecard

A two-metric scorecard every AI pilot reports against — time saved and correction rate — so the decision to scale or stop is made on evidence, not enthusiasm.

01

What this scorecard tracks

  • Baseline: how long the task took, and how often it needed rework, before AI.
  • Time saved per run, measured against that baseline.
  • Correction rate: how often the human reviewer had to materially change the AI output.
02

Why two metrics, not ten

  • A pilot that cannot show time saved and a falling correction rate is not ready to scale. Everything else is a vanity metric.
Section 1 of 2

What this scorecard tracks

This template is structured. The working copy is being finalized by our subject-matter editors — directionally accurate today, refined shortly.

  • Baseline: how long the task took, and how often it needed rework, before AI.
  • Time saved per run, measured against that baseline.
  • Correction rate: how often the human reviewer had to materially change the AI output.
  • A scale / hold / stop recommendation tied to those two numbers.
Section 2 of 2

Why two metrics, not ten

A pilot that cannot show time saved and a falling correction rate is not ready to scale. Everything else is a vanity metric.
Executive / Leadership Playbook

The artifact is the start. The course is where it sticks.

Use this template, then walk through the practice loop in the AiBI-Foundation course — the same prompts, with reviewed work you can take to your team.

Start your Executive / Leadership pathBack to the playbook
Pilot Scorecard — Executive / Leadership Playbook — The AI Banking Institute