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Business simulation & decision supportRead ideaOperations · Concept
What if experience stayed when people left?
The procedure says one thing. The person who has done the work for ten years knows the exceptions. A useful knowledge system has to account for both.
The problem worth solving
Important context lives in conversations, outdated documents, and the memory of a few experienced employees. New people repeatedly ask the same questions, while experts spend time reconstructing answers.
What the workflow could do
Organize approved procedures and expert explanations around the questions people actually ask. Offer answers with links to the relevant source, the source’s date, and a named owner. When the available material does not support an answer, route the question to that owner.
The business angle
A specialized knowledge service could combine document cleanup, interviews, permissions, and ongoing maintenance. The offer would be a dependable operating resource for one industry, with responsibility for keeping it current.
A first pilot
Choose a narrow topic, such as onboarding or one production process. Collect common questions and answers approved by an expert. Test whether people can find the right information and whether the system refuses unsupported questions.
The operating requirement
Treat knowledge as a maintained asset. Assign owners, retire obsolete instructions, and respect access restrictions. An attractive answer based on an expired document is still a bad answer.
The useful question
Make it testable.
Can a new employee find the right answer and verify where it came from?
Further reading
OpenAI · Evaluation best practices NIST · AI Risk Management FrameworkThese resources inform the implementation approach. The business concepts and pilot suggestions are original editorial starting points.