THE LEDGER
SECTION 10
ISSUE 001
Outcome Pricing Replaces Seats
Projection: Investment pressure is pushing vendors beyond per-user licenses toward fees tied to work completed, revenue recovered, or cycle time removed. The commercial shift remains prospective. Its clearest proof would be recurring revenue reported against accepted outcomes, with measurement rules strong enough to survive customer disputes.
Why this idea is here
What the evidence establishes.
Source-backed premise: the cited captures establish AI investment and application-market pressure. Editorial projection: AI products can price against completed work, recovered revenue, or reduced cycle time instead of employee seats. The sources do not prove that outcome; the observable adoption test is whether vendors disclose recurring revenue tied to completed outcomes rather than seats.
Source ledger
Read the sources.
- S01Economy | The 2026 AI Index Report
academic index / dated 2026-04 / retrieved 2026-07-10
- S02Venture capital investments in artificial intelligence through 2025
intergovernmental report / dated 2026-02 / retrieved 2026-07-09
- S03Big Ideas 2026: Part 1
investor thesis / dated 2025-12 / retrieved 2026-07-09