Knowledge digital twin

A knowledge digital twin is an AI model of a role or person, trained on their real work, that teammates can question after that person leaves or changes roles.

Unlike a generic chatbot, a knowledge digital twin is grounded in one individual's actual decisions, documents, and conversations inside a company. It reasons the way that person did and links answers back to sources.

The idea is that tacit knowledge becomes durable: the expert leaves, but their logic stays available to whoever needs it. The term itself is contested, and several vendors use it for products that model current employees rather than departed ones, so check what a given vendor means by it.

MindKeepr does not use this term for its own product. It preserves what a specific person knew and keeps every answer access-scoped, so a teammate only ever sees what they were already permitted to open.