Work Explanation

Work Explanation is an explicit representation of the model that explains why a process behaves as it does.

More Than Procedure

A procedure can list steps without representing the conditions that make those steps valid. A good work explanation identifies the underlying structure: entities, states, relevant facts, rules, conditions, actions, and results.

This matters because people usually need explanations when the obvious sequence is insufficient. They need to know why one path applies instead of another.

Explanation as Model Reconstruction

Experienced people often explain work by reconstructing the internal model they use. They identify which facts changed the situation, which rule became relevant, and which action followed. Such an explanation can expose useful candidate structure, but the explanation itself is not automatic authority for a reusable model.

Written sources perform a related function at larger scale. They preserve explanations, rules, constraints, and evidence from which future readers can reconstruct models.

LLM-Assisted Explanation

LLMs can compare explanations across many sources and propose a unified candidate model. This is especially valuable when a process is described piecemeal across standards, manuals, policies, and technical documentation.

Operational Use

Once the explanation is represented as an explicit candidate model, it can support verification. After the model satisfies the required verification for its declared scope and is released for reuse, it can also support training, testing, software implementation, and automation.

The best work explanation is therefore not merely a narrative. It is a representation of the model that makes the work coherent.