THE LEDGER
SECTION 10
ISSUE 001
Services Become Software Margins
Projection: Capital concentration and application-layer differentiation make a new operating model plausible: automate research, compliance, bookkeeping, or support while retaining service accountability. Software-like economics are not yet established. Two unrelated vertical operators must show rising gross margins after automation before the thesis earns more than editorial status.
Why this idea is here
What the evidence establishes.
The cited captures document AI investment concentration and application-layer differentiation. They do not establish Services Become Software Margins as a deployed mechanism. The adoption test is whether two independent vertical operators show rising gross margin after automating service delivery.
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