Experience Capitalization Is a New Enterprise Category
Within the enterprise, Experience Capitalization creates the basis for a new category built around a manageable asset: reusable models produced from accumulated human experience and relevant documentary or formal sources. The production function includes reconstruction, verification, release, maintenance, and reuse across future applications.
Why a Separate Category Exists
Enterprises already manage data, documents, software, workflows, customers, assets, risks, and knowledge repositories. Enterprise categories tend to emerge when a particular kind of value becomes important enough to require dedicated production, ownership, verification, maintenance, and measurement.
Models deserve the same treatment when they represent how a business domain or process works in a form that can guide repeated action.
A process model can represent entities, states, conditions, decisions, permitted actions, required actions, results, and boundaries. When such a model has a defined scope and source basis, passes the required verification, and is released for reuse, it becomes an asset rather than a one-time explanation.
The Underlying Resource Is Accumulated Experience and Externalized Structure
Human beings routinely create models from experience. Historically, many such models existed either inside individual minds or only indirectly through descriptive written representations that still required interpretation.
Written sources expanded access to both accumulated experience and structures created through reasoning, science, engineering, law, standards, and deliberate design. A new employee can learn from a manual rather than personally discover every procedure. An engineer can use equations developed long before they were born. A lawyer can rely on a body of law without treating that law as a statistical product of personal experience.
LLMs now make a much larger body of accumulated descriptions and statistical regularities computationally accessible. Their learned statistical structure provides broad reconstruction capability, while targeted documentary and formal sources provide the traceable basis for model verification and any binding constraints.
The Enterprise Function
Experience Capitalization turns model production into a managed function. That function includes source selection, model reconstruction, representation, verification, versioning, reuse, and measurement.
The output is not merely another document. The managed output is a released reusable model that can be inspected and applied repeatedly across people and systems.
Economic Logic
A reusable model reduces the need to reconstruct the same understanding repeatedly. It can shorten training, improve consistency, support software development, guide automation, reduce interpretation cost, and make domain behavior more explicit.
The category therefore sits at the intersection of accumulated human experience, AI-assisted model reconstruction, formal representation, and repeated operational use.
That combination can support a distinct enterprise asset class and a distinct enterprise function for producing and managing it.