New ManualPractical AI adoptionDescribe your organization

For people

Learn AI by testing
one task you know.

Live workshops and guided practice for solopreneurs, workers, nonprofit staff, graduates, career changers and people adapting to redundancy or changing roles.

Understand before prescribing.
CHOOSE + TEST

Select a suitable task.
Protect sensitive information.
Compare with a trusted standard.

CHECK + DOCUMENT

Review the output.
Record the steps.
Keep responsibility for the result.

What capability means

Know what to use, how to check and when to stop.

Choose

Recognize suitable tasks and better non-AI alternatives.

Frame

Give the system enough context without exposing information that does not belong.

Evaluate

Check accuracy, sources, completeness, uncertainty and fitness for purpose.

Integrate

Place the result into a working process while retaining responsibility for the outcome.

Learn

Document what works, notice failure patterns and keep your own judgement active.

Live formats

Four ways to learn

The format is adjusted for the group’s tasks, digital confidence, access, goals and responsibilities.

01

Public workshops

Accessible, practical introductions built around common tasks and safe experimentation.

02

Targeted cohorts

Multi-session learning for a defined audience, sector or stage of workforce transition.

03

Guided practice

Real-work sessions, feedback, office hours and a small evidence log.

04

Capability portfolio

Documented workflows that show what someone can do, evaluate and explain.

A 30-day personal sprint

One task. Four weeks. A decision.

  1. Week 1

    Map

    Choose one recurring, low-consequence task and record current time, quality problems and desired outcome.

  2. Week 2

    Test

    Try two or three approaches on non-sensitive examples. Compare against your own work or a trusted standard.

  3. Week 3

    Calibrate

    Create a review checklist, identify common failure modes and decide what remains human-only.

  4. Week 4

    Anchor

    Document the workflow, repeat it on real tasks and decide whether to adopt, adapt or stop.

CHANGECapability that travels

Workforce change

Prepare for changing work without predicting a single future.

For job seekers and people adapting to redundancy or career change, the emphasis is on transferable judgement and demonstrable workflows—not a claim of expertise based on one tool.

  • Understand how tasks—not just job titles—may change
  • Build confidence through protected real-work practice
  • Create evidence of quality, judgement and responsibility
  • Recognize where human knowledge and relationships remain decisive

A useful first task

Choose work you understand well enough to judge

Keep a short log: the task, approach, time, quality, error, lesson and next change. After four weeks, decide whether the process is worth keeping.

Find your learning starting point