An Enterprise Knowledge Base Isn’t Just “Can It Answer”: Six Launch Checks

Accurate retrieval is not the same as business-correct

A system can find the relevant passage while missing the document version, the applicable region, the client’s permissions or an exception clause. Evaluation must cover real tasks — not just the questions the corpus answers most easily.

Six checks before launch

These six items should become a reusable test set during validation, re-run every time the knowledge is updated.

• Source coverage: are the key documents in, and are gaps visible?
• Version awareness: can the system tell what is currently in force?
• Permissions: users retrieve and generate only what they may see.
• Citations: key conclusions trace back to a specific source location.
• Refusal & escalation: no fabrication when evidence is thin — and it knows who to hand off to.
• Maintenance ownership: every knowledge class has an owner and a review cycle.

Make uncertainty part of the interface, not something to hide

A trustworthy system distinguishes: confident answers, needs-more-material, needs expert review, and must-not-answer. For business users, that boundary is worth more than an always-confident answer box.