Notes on organizational knowledge: what it takes for employees, customers and AI agents to know what applies, and to act on it.
PerspectivesLatest post
Every organization can now license the same AI. What sets one apart is what it knows about its own products, rules and ways of working, and Knowledge Sovereignty is its authority over every part of it.
Perspectives
Every organization can now license the same AI. What sets one apart is what it knows about its own products, rules and ways of working, and Knowledge Sovereignty is its authority over every part of it.
Perspectives
Knowledge management was built to make sure the right page existed and could be found. AI changed who reads that page and what happens next, and the discipline became a knowledge orchestration layer.
Product
Knowledge does its work inside other software: the AI agents a team builds, the screens employees use all day, the documents where a rule is first written. ClearMash Brain connects to all of it.
Practice
Every item in a knowledge base can be accurate on its own while the collection disagrees with itself. The Brain checks the collection for contradictions, duplicates and outdated items, and brings each finding to the item’s owner.
Product
In self-service, a customer acts on what they read. So the help center has to be the Brain itself: personalized to their own case, grounded in approved knowledge, and in step with every letter and notice they get.
Practice
Onboarding teaches in advance what a new employee needs one case at a time. Guidance at the moment of work shortens the path to working on their own, as the organizations that measured it show.
Perspectives
Human in the loop includes a reviewer checking each AI answer. The part that scales sits earlier, with the knowledge owners, and every AI agent inherits what they decide.
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