AI should reveal expertise, not manufacture it.

AI can help organise and express what a business already knows. It cannot supply the experience behind a claim. Strong content begins with real questions, considered answers and examples the business is entitled to share.

Build a source library before building a publishing system: approved explanations, product details, recurring customer questions and clear boundaries. Review generated material for accuracy and make the person responsible for approval explicit.

The same principle applies to an assistant or digital twin. Define what it may answer, what it should decline and when it must hand over to a human. Consistency matters, but trust depends on knowing the limits.