The gate that audited the engine · Shaw Rana

M-05 · MISSION LOG · 2026-06-29

The gate that audited the engine

$262K

OF MARGIN

My pricing engine swore its best car deals held this much margin.

Auctions280K+ sales

Dealers509 sites

Comps

Gate

Verdict

The model reads every deal the engine passes.

+$262K

engine claim

−$20K

gate estimate

Same deals, read in full. The paper margin was a loss.

Route three real deals.

Score

Borderline35-55

Run 1

Run 2

Run 3

Split

Borderline deals run three times. Disagreement is the signal.

$4,495

average markup over auction cost

Then it learned what dealers paid. Every offer starts from their real cost.

The engine finds deals. The model checks them before anyone bids.

SR-019 · The deal gate

Open this star →Next mission · Paper to pipeline →

The gate that audited the engineM-05 · 01 / 07