Research & Validation

A standard earns authority by proving it predicts.

A rating means something only if it tracks reality — if better-rated decisions, in aggregate and over time, produce more reliable outcomes. That evidence is built, not asserted. CREI maintains a growing record of assessed decisions and their resolutions, and recalibrates the standard against it.

The grounding

Established science, brought into one standard.

The grounding is not novel: the measurement of forecasting calibration, the auditing of organizational noise, and the decision-quality literature each carry decades of validated research. CREI's work is to bring them into a single standard for the enterprise decision — and to prove it, in the open. Validation is the active frontier, not a finished claim.

What validation measures

The categories tracked against the record.

A rating's authority comes from observable evidence that it predicts. These are the measurement categories the validation record can track over time — categories, not asserted results.

These are measurement categories, not results. CREI does not publish validation findings or rated-decision case studies without verified, approved material. The record is being built; the standard is published as CREI DQS v0 and open for scrutiny.

Build the record

Put a decision on the standard.

Founding participants put real decisions on the record — the evidence that proves the rating predicts begins with them.