The ambitious idea is not always the useful starting point
When teams imagine an internal AI assistant, the first idea is often a system that knows every policy, project, customer and process. It sounds convenient, but gathering all that information creates a large project before anyone knows which questions the assistant genuinely needs to answer.
A smaller starting point can create value sooner. Think about the question colleagues repeat because the answer is buried in documents, spread across folders or known by one experienced person.
Choose one trustworthy source and one clear audience
An onboarding assistant may use approved policies. A support assistant may search product documentation and prepare a suggested response. Each case has a boundary that people can understand.
- Use information with a clear owner and review date.
- Define questions the assistant should refuse or escalate.
- Show where an answer came from.
- Let people report incomplete or misleading answers.
Treat the assistant as a colleague with a limited role
A useful assistant supports a specific moment: shortening a search, preparing a summary or suggesting a next step. The person remains responsible and can inspect the source. Once that role works reliably, new capabilities can be added because they solve observed needs.
A narrow assistant that people trust is more valuable than an all-knowing assistant nobody can verify.
Editorial Team