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KnowledgeJan 22, 2026 · 7 min read

How to build an internal knowledge base people actually use

Most wikis die within six months. The fix is not more documentation — it is reducing the cost of retrieval to almost zero.

Marta KowalskiOperations

Every company has a graveyard: a wiki with 900 pages, 40 of which are current. The instinct is to run a documentation sprint. That fixes the symptom for a quarter and then the graveyard grows back.

The real problem is retrieval cost

People do not skip the wiki because they are lazy. They skip it because asking a colleague takes eleven seconds and searching takes four minutes with a 50% chance of finding something stale. Make retrieval faster than asking and behaviour changes on its own.

A rollout that works

  1. 1Pick one painful question category — onboarding, pricing rules, refunds.
  2. 2Index only the sources that answer it. Resist indexing everything.
  3. 3Put the answer surface where the question is asked: Slack, not a new tab.
  4. 4Log unanswered questions weekly. That list is your documentation backlog.
  5. 5Expand one category at a time.

The weekly unanswered-question list is the most valuable artefact in this process. It turns documentation from a guess into a queue with evidence behind it.

Related reading

RAG8 min read

Chunking is 80% of your RAG quality

Model choice gets the attention. Chunk boundaries decide whether retrieval finds the right paragraph. A practical guide with the settings we ship.

Yuki Tanaka · Feb 4, 2026

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