FIND YOUR STARTING POINT

Learn something
you can actually use.

Choose a path that fits your life. Share the foundations, then practise on tasks that matter to you.

Work & business

Make a recurring task easier to repeat.

Turn rough notes into client updates, prepare useful plans and develop workflows you can review and reuse.

A practical outcome

A checked output, reusable instructions and a clear human review step.

Start with fictional or approved information. Integrations, private business data and production systems need a separate scope.

LEVEL 1 / START

Get comfortable with an AI toolStart, revise and keep one useful conversation.

Write a clear requestA brief with a task, context, format and boundaries.

LEVEL 2 / APPLY

Check claims and referencesA claim-to-source record with unsupported points marked.

Write clearer emails and updatesTwo audience-appropriate drafts that preserve the same facts.

Plan a project from messy notesAn action table with dependencies and unknowns visible.

LEVEL 3 / GO DEEPER

Compare conflicting source materialA comparison of evidence, disagreement and unresolved questions.

Practise explaining your workPractice questions and feedback tied to your own example.

Review a spreadsheet analysisA small sample analysis checked against known totals. Scope agreed separately.

Create a portfolio or personal pageA scoped page brief and a reviewable first prototype. Scope agreed separately.

Design a reusable work processA workflow card with inputs, checks and failure handling.

LEVEL 4 / CONNECT & BUILD

Connect tools and automate a stepA scoped prototype with test data, approval points and recovery. Scope agreed separately.

Design a knowledge assistantA discovery brief covering sources, access, evaluation and upkeep. Scope agreed separately.

START WITH THE SKILL YOU WANT

Written practice is ready to test. The full course and paid sessions are in development.