How to Pick the First AI Use Case in Your Organisation

Start with work that is repetitive, measurable, low-risk, and painful enough that people want the improvement.

The first AI use case should not be the most dramatic idea in the room. It should be a visible problem with clear owners and manageable risk.

Good candidates include recurring reports, proposal drafts, internal knowledge lookup, spreadsheet cleanup, document summarisation, and software documentation.

Once the first use case proves value, the organisation can expand with better confidence and governance.

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