Practical AI for business

Practical AI Guides

Step-by-step guidance for choosing a useful task, creating better briefs and organising follow-up.

These guides focus on the process around a tool: clear inputs, a named owner, useful checks and an understandable result. Each includes an illustrative example you can adapt. Examples are not claims about real customer results or completed product tests.

Start small and make the result checkable

Use approved or fictional data for your first attempt. Decide in advance what would count as success, record what went wrong and keep the manual process available until the new workflow is dependable.

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Choose your first AI workflow

Run a focused pilot with a baseline and a decision rule.

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Create a better content brief

Use approved sources, clear constraints and an editorial check.

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Organise lead follow-up

Map duplicate checks, human approval and an exception queue.

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