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The AI Scale Academy

Free tools

Useful before you spend anything.

Every tool here is free, works without an account, and shows its working. Estimates are labelled as estimates.

Tools

  • AI readiness assessment

    Twelve questions, transparent scoring and a downloadable report with a prioritised roadmap.

    Open
  • Opportunity finder

    Describe workflows or upload a time log; get measured baselines and ranked opportunities, calculated in your browser.

    Open
  • Starter prompt pack

    One complete, documented prompt per business function, free to copy.

    Open
  • Sample lesson and templates

    A full lesson with its worksheet and implementation kit, downloadable.

    Open
  • Guides and industry playbooks

    Original how-to guides with checklists.

    Open

Workflow ROI estimator

A cautious range, not a promise. Low assumes only half the share you expect is realised.

Estimate

Hours saved per week
1.2–2.4
Net monthly value
204 to 438
Payback
5–9 weeks

30-day implementation planner

  1. Week 1 · 2026-11-08

    Baseline

    • — Time "your chosen workflow" for five working days
    • — Write the current steps in order
    • — Note errors, delays and hand-offs
  2. Week 2 · 2026-11-15

    Design and safeguards

    • — Mark which steps are rules and which need judgement
    • — Draft one prompt or automation for a rules step
    • — Decide the human review point and data rules
  3. Week 3 · 2026-11-22

    Pilot

    • — Run the new step on real work with review
    • — Log time, errors and fixes daily
    • — Adjust the prompt or rules twice at most
  4. Week 4 · 2026-11-29

    Measure and decide

    • — Compare pilot time and errors with the baseline
    • — Decide: keep, adjust or stop
    • — Document the final process and owner

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