AI assistants have moved from experiments to everyday tools in many organisations. The teams seeing the best results start with a narrow, high-volume use case such as HR or IT questions.

Success depends on grounding the assistant in approved content, respecting user permissions and measuring what employees actually ask.

Start small, measure honestly and expand only once the first use case is trusted by the people using it.

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