An internal knowledge assistant helps staff find answers across wikis, policy documents, handbooks and shared drives.
Start With a Focused Scope
Pick a domain with clear, high-volume questions and good content — HR policies, IT help, engineering onboarding. Broad "ask anything about the company" projects struggle with messy content.
Content Readiness
Internal content is often duplicated, outdated or contradictory. Before indexing:
- identify authoritative sources;
- archive obsolete versions;
- assign owners who keep content current.
Permissions
Respect existing access controls from source systems; employees should only get answers from documents they can open.
Show Sources
Always link to the underlying document so staff can read the full context and trust the answer.
Adoption
- Put the assistant where people already work — chat tools, the intranet.
- Explain what it covers and what it doesn't.
- Make feedback one click.
Measure
Questions answered, feedback ratings, time saved, and reductions in repeat questions to help desks.
Maintenance
Review unanswered and poorly rated questions regularly. They reveal content gaps as much as system problems.