The Eighth Ledger: When Intellectual Labor Becomes a Capital Asset

The LLM transition rewards companies that turn recurring knowledge work into owned pipelines with compounding operating leverage. The same pattern shows up across double-entry bookkeeping, limited liability, assembly lines, containerization, and e-commerce: collapsing friction moves value from execution to orchestration. For AI operations, the practical move is to decompose work, identify the components whose cost has collapsed, and fund many small pipeline bets before competitors compound the learning.