Alexander Granovskiy - Experience Capitalization

Experience Capitalization

Alexander Granovskiy

Alexander Granovskiy is Originator and Enterprise Category Architect of Experience Capitalization. His background spans systems, operations, automation and process architecture. His work turns work-created experience into reusable operational capital

Experience Capitalization

Experience Capitalization

Experience Capitalization is a proposed new enterprise category. It is not knowledge management, documentation, RAG, institutional memory, enterprise search, organizational learning, or intellectual capital with new wording. Those older categories mainly organize, retrieve, describe, or preserve information that already exists. Experience Capitalization captures practical experience created during real work before

The Last Mile of Capitalism

The Last Mile of Capitalism

For thousands of years business has depended on the same thing. Human experience. Everything around it changed. Money, factories, corporations, computers, software, AI. But at the center there was always a person who knows what to do. Every day hundreds of millions of people go to work. They write emails,

Experience Layer

Experience Layer

The Experience Layer is the part of a business system where reusable experience lives. It is not the database of transactions. It is not the document repository. It is not a chat history. It is not the AI model itself. Those systems may contain evidence, records, outputs, and memory, but

Experience Refinery

Experience Refinery

An Experience Refinery is the process that turns completed work into reusable experience. Work produces visible results. A customer issue is solved. A report is written. A code change is deployed. A decision is made. A negotiation ends. A workflow is corrected. But serious work also produces less visible material:

Experience Operating Model

System Featured

Experience Operating Model

Experience Operating Model explains how a company turns work-created experience into reusable business capital in daily operations. Experience Capitalization is not only a concept. It needs an operating model. Otherwise, experience remains a good idea without ownership, workflow, governance, or measurable return. An operating model answers practical questions across three

Experience Debt

Concepts Featured

Experience Debt

Experience Debt appears when work is completed, but the experience created during that work is not preserved in a reusable form. The result remains. The lesson disappears. A support ticket is closed, but the reason the case was difficult is not captured. A code problem is fixed, but the warning

Experience Capitalization Inside

Experience Capitalization Inside

All business life is built around the person: around his memory, attention, decisions and understanding of the situation. CRM, ERP, agents, automation, dashboards and other systems work next to this person. They help, speed things up, record, show and remind, while the control center remains in the person. The person

Experience Compounding

Experience Compounding

Experience Compounding happens when reusable experience improves more than one future case. A single lesson may help once. That is useful. But the larger value appears when the same captured experience returns again and again, each time reducing repeated work, improving judgment, preventing mistakes, or making AI-assisted work more reliable.

Experience ROI

Experience ROI is the additional return a company gets from work it has already paid for. That is what makes it different from ordinary ROI. A company pays employees, managers, reviewers, experts, and AI systems to handle work. During that work, practical experience is created: corrections, exceptions, judgments, warnings, explanations,

Experience Yield

Experience Yield

Experience Yield is the business return created when reusable experience improves future work. A company may capture experience, structure it, store it, and activate it. But the important business question is not only whether experience exists. The important question is what it produces after it is reused. Does it reduce

Experience Threshold

Experience Threshold

Experience Threshold is the point at which a signal becomes strong enough to deserve attention. A company cannot capture every correction, exception, escalation, AI rejection, support question, workflow exit, or code review comment as reusable experience. That would create noise. The organization needs a way to decide which signals deserve

Experience Activation

Experience Activation

Experience Activation is the moment when preserved experience starts changing future work. A company may capture lessons, warnings, corrections, decision reasons, and local rules. It may store them as Experience Objects. It may connect them through an Experience Layer. But captured experience has limited value if it never appears when