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The Outcome Ledger: proving prevention in dollars

Jordan Gilchrist·August 15, 2026

Any tool can make claims. Few can prove them. The Outcome Ledger closes the loop.

Every analysis, Impact records two things:

  • Prevented incidents — each breaking contract change caught before merge, with an estimated cost avoided based on severity and cross-repo exposure.
  • Predictions — the top risk-next hotspots, logged open, then reconciled against reality: a predicted file that later gains a critical issue counts as a hit.

That gives you two numbers no grader can produce: dollars of incidents prevented and a calibrated prediction hit-rate. It's the renewal story and the board-deck line item in one place. Find it under Outcome Ledger in the sidebar.

The dollar figures are clearly labelled estimates today; connecting your real incident costs is on the roadmap.

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The Outcome Ledger: proving prevention in dollars