01Core skill
Verification under pressure
Check a consequential AI output quickly without pretending every sentence needs the same scrutiny.
30-minute moveUse the seven-minute source check
Get the next skill move →Skill Moves
Build the capability that outlasts the tool
Short, practical learning moves for using AI with more judgment, evidence and control.
02Workflow skill
Human review gates
Decide where a person must approve, where sampling is enough and where automation should stop.
30-minute moveMap one decision boundary
Get the next skill move →03Risk skill
Safe context design
Give a tool enough context to be useful without leaking customer, employee or commercial data.
30-minute moveClassify your inputs
Get the next skill move →04Tool skill
Baseline testing
Compare AI-assisted work with a human-only baseline using accuracy, time and edit burden.
30-minute moveRun a five-case test
Get the next skill move →05Human skill
Exception handling
Recognise the unusual case that a confident workflow is likely to flatten or miss.
30-minute moveBuild an escalation rule
Get the next skill move →06Leadership skill
Decision explanation
Explain where AI contributed, what evidence was used and who remains accountable.
30-minute moveWrite the audit note
Get the next skill move →Skills That Are Changing
Choose learning with a real work outcome
Compare rising skills, credible credentials and practical learning routes before committing time or money.
The AI Skills Employers Actually Ask For in 2026
For most experienced professionals, useful AI capability means applying, checking and governing tools in a domain, not becoming a model engineer.
How to Reskill While Working Full Time
A sustainable plan that starts with a target task, protects weekly capacity and produces evidence employers can assess.
Which Professional Certificates Do Employers Value?
The useful certificate is the one that removes a named hiring barrier, carries credible assessment and connects to real work.
Degree, Certificate or Short Course: Which Is Worth It for a Career Switch?
Choose the smallest credible route that removes the real barrier to entry, while preserving an option to build further.
How to Choose a Skill That Will Still Matter in Five Years
Select capabilities tied to recurring work problems, then add current tools around that durable core.
Work Tasks Declining Fastest, and What to Learn Instead
Routine document, data-entry and transaction tasks face pressure, but the useful move is from production alone towards verification, exceptions and decisions.