Published accuracy

The calibration record, honestly.

Every AI coaching tool claims accuracy. Most give a round number and no method. Our published record shows the exact measurement, the exact sample and the exact language of the launch gate — and it moves only when we re-measure.

Launch-gate result

Published verbatim from the E2 launch gate.

Validated within one band on N of 20 real graded responses.

The set: 20 real UK construction tender responses — at least 12 social housing, at least 5 education — evaluated by the product and independently by the product owner. Bands align within one band on at least 18 of 20 for the product to launch.

Status: Pending — the 20-response graded golden set is being assembled. This page publishes the measured result the day the gate passes, and is updated only by re-measurement.

Live aggregates — coming as volume builds

Once real assessment summaries are entered in the product, this section publishes live calibration from the Vault — the number of tenders with actual scores entered, and how close predictions have come at criterion level. Sample sizes are always shown.

Nothing here is fabricated. If a figure isn't on this page, we don't have it yet.

Regression gate

After launch, any change to the Charter, the band descriptors, the expert content or the underlying model is re-run against the 20-response golden set before release. A change that moves more than two responses by more than one band is rejected pending review.

What we don't claim

← Back to dashboardEvaluate your first tender free

Scores are an indicative guide and coaching — not a prediction of the award.