The Productivity Bank
A connected argument about scalable intelligence, previously invisible business problems, benefit-based finance, and the human work required to make the bargain real.
per project×Vastly more
viable projects
Traditional scale produced one solution for millions of customers. AI scale may produce millions of different solutions for millions of different problems.
AI Will Create Jobs by Scaling Intelligence
The provocative thesis: fewer humans per project can coexist with a radically larger surface of viable projects.
Scale No Longer Means Sameness
AI increases the economic resolution of intelligence until the addressable unit becomes one problem inside one unusual business.
Why Banks Will Buy Consulting Firms
The crystal-ball merger: the institution that contracts against future cash flow joins the institution that knows how to improve it.
The Bank That Finances Productivity
The proposed instrument: fund a defined intervention and be paid from the audited benefit it creates.
From Billable Hours to Benefit Yield
Tokens become auditable synthetic inputs, the signed benefit becomes proposed output, and the audit becomes realized output.
The Local Bank Branch Becomes a Productivity Office
A distributed outbound network originates, implements, governs, and audits small-business transformations.
Classroom Exercise: Write the Banker’s Contract
The argument descends to the document placed across the desk from the owner.
The $360,000 Inventory Contract
See the fictional benefits statement, thirteen operating terms, audit result, and year-one payment waterfall.
Inspect the completed bargainTeach the mechanism
Case file, drafting prompts, blank benefits exhibit, payment worksheet, red-team exercise, and rubric.
Download the classroom packet
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