A shared knowledge base has two kinds of consumer: people and [[AI agent|AI agents]]. Both reward the same property - knowledge that is findable, accurate, and current. The work that makes knowledge findable for people makes it usable for agents; the investment is not two investments. ^claim ## Employees For [[Employee|employees]], findability compounds into [[Employee Experience|employee experience]] across the entire lifecycle: ![[Employee Experience#^definition]] The first weeks of [[Onboarding|onboarding]] are spent finding what should already be findable; a tenured employee's frustration is the same gap accumulated. Faster answers compound into satisfaction and retention. ## Agents For [[AI agent|agents]], the same mechanism produces answer quality. An agent given coherent, owned knowledge returns trustworthy output; an agent inheriting [[Tacit knowledge|tacit]] and tribal knowledge fails in ways that look different from human failure - hallucinations, not repeated questions - but trace back to the same source.