Practical AI

Use AI without losing judgement.

Choose appropriate information, give AI useful context, verify important claims and keep a person accountable for the final result.

Read practical AI guidesView training
1
Choose the taskDefine the real decision or work the output should support.
2
Control the inputsUse appropriate sources and protect sensitive information.
3
Verify the outputCheck evidence, limitations and human approval before use.
Start with the work

Check what is ready.

Assess one workflow or review the wider data foundation.

Workflow Automation Readiness Scorecard

Check whether one repetitive task is ready for automation, needs preparation, or requires custom support.

Check a workflow

Data Management Maturity Assessment

Assess whether the organisational foundation can support reliable analytics and practical AI.

Assess the foundation

Digital Presence Audit

For small businesses, first check whether the basic digital operating foundation is in place.

Check the basics
Learn and apply

Choose what the AI work needs next.

Build practical skills or get focused help with one suitable workflow.

Build practical skills

Practical AI Training

Practise prompting, source checking, review and responsible use through structured training.

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Look at one task

Workflow Clinic

Bring one repetitive task and work out whether to simplify it, automate part of it or leave it as it is.

Ask about a clinic
Set up one workflow

Workflow Setup

Improve one established process and add a lightweight automation where it makes sense.

Discuss a workflow setup
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