SIMSimulated data. Every score, rate and price on this site is illustrative.
Instrument

Correction corpus

For data buyers: failed runs paired with the human fix, priced as a range.

ILLUSTRATIVE live DB · demo corpus

Rent is cash flow; this is the asset. How a human takes over and corrects a failing policy can't be boughti, and a hosted farm is the only place that produces that moment systematically.

Watch shadow mode live

Three ways to capture a correction

Shadow divergence is captured live in Shadow mode and reviewed per session in the Shadow report.

DAgger rounds

β = probability the expert takes over in a round; round 0 (β=1) is pure demonstration, then it decays.i

PolicyRoundβCorrectionsWhat this round does

Only some hours are sellable

Total hours are not sellable hours. Two gates: the customer chose the private tier, or time sync missed speci.

Total → trainable hours

Shadow divergence · value lies right of the threshold

all divergence points informative (divergence ≥0.25, sync ≤2 ms)
Export buckets
BucketSegments / pointsHours

Label fewer frames, not cheaper ones

Versus Scale-style labeling the gap is not unit price but how many frames get labeled at all.

Work queue · by type

Priced as a range, never a point

The corpus has zero sales to date, so any unit price is derived: the upper edge of prices buyers actually paid × a labelled multiple, reported as a range.i

Comparables · buy and sell sides apart

Resulting range

Rights: in the contract on day one

Shared by default, private at a premium. The order can't be reversed.i

TierPremiumRef. unit priceMeaning
Invariants
One invariant cannot be checked: demo runs have no duration_s, so "intervention segment exceeds run duration" reports "not checkable", not OK.