The Standard · Published Methodology

A standard is only as credible as its method.

DQR Institute's authority does not rest on private judgment. The Decision-Quality Standard is published, versioned, and open to challenge — anyone can read how a rating is derived, contest it, and apply it. It composes three independent instruments, two of which can be assessed at the moment of decision, before any outcome exists.

First principle

A decision is a hypothesis about reality.

A consequential decision contains assumptions about mechanisms, constraints, timing, human behavior, financial consequences, operational response, and external conditions. Treating the decision as a hypothesis makes those assumptions explicit — and testable before commitment rather than after. The standard measures whether that hypothesis is soundly constructed, not whether it ultimately proves true.

The three instruments

Three independent measures, combined into one grade.

Two instruments can be assessed today, before any outcome is in. The third accrues as a record of resolved predictions forms.

Instrument I — Decision Architecture AppraisalAssessable now

Assesses the structure of the reasoning: whether the load-bearing assumption is identified and evidence-rated, whether genuine alternatives were weighed, whether the adverse case was modeled honestly, and whether a falsifying signal and an accountable owner were named.

Instrument II — Decision Noise AuditAssessable now

Measures consistency: whether the same decision, put to the same organization, yields the same judgment — or whether the verdict swings with who is in the room and what day it is. An organizational measure, assessable without waiting for outcomes.

Instrument III — Calibration ScoreAccrues over time

Measures whether stated confidence tracks reality: across resolved predictions, does "70% likely" occur about 70% of the time? Brier-based, drawn from the established science of forecast calibration. It accrues — the rating sharpens as the record of resolved predictions grows.

DQR = Pw̃P · Cw̃C · Kw̃K  — a confidence-weighted composite

The three combine as a product, not an average: the chain is only as strong as its weakest link, so a polished process cannot paper over an inconsistent organization. As a decision-maker's record of resolved predictions grows, calibration carries more of the weight — one formula carries a rating from its first assessment to a fully outcome-validated grade.

The grade scale

An opinion on the architecture — expressed on a defined scale.

Decision quality is expressed the way credit quality is expressed in a credit rating. A high rating is no guarantee; a low rating is a warning that the reasoning is structurally exposed — before the capital is committed.

AAAExemplary. Architecture complete; reasoning, evidence, and governance at the standard's ceiling.900–1000
AAStrong. Sound throughout, with only minor gaps in evidence or adverse-case rigor.800–899
ASound. Defensible reasoning; the load-bearing assumption is named and monitored.700–799
BBBAdequate. Holds together, but consistency or calibration is unproven.600–699
BBMarginal. Material gaps in structure, evidence, or ownership.500–599
BWeak. The reasoning rests on unexamined assumptions.400–499
CDeficient. Structurally exposed; a confident case with no architecture beneath it.below 400
Instrument I in detail

What the architecture appraisal examines.

The appraisal works through the structure of the reasoning point by point — making each element of the decision explicit and rateable.

The real decision

The decision actually being made, framed plainly — not the proxy question the committee drifted toward.

The load-bearing assumption

The one assumption that carries the outcome, named and evidence-rated rather than buried in the model.

Alternatives considered

Whether genuine alternatives were weighed, or a single option was rationalized after the fact.

Evidence quality

The strength of the evidence behind each claim, graded — not assumed because it is written down.

The genuinely adverse case

Whether the downside was modeled honestly, including single points of failure and cross-functional consequences.

Owner, signal & record

An accountable owner, a falsifying leading indicator, a correction trigger, and a preserved decision record for later learning.

The Intellectual Foundation

The standard began as a book.

The Decision Before the Decision is the complete intellectual foundation of the standard: why enterprises fail to use the intelligence they already possess, and the architecture that corrects it.

The quality of the decision is often determined before the recommendation reaches the room.
Establish the standard

Put a decision on the standard.

Join the founding participants helping establish the standard and the first body of independently rated decisions.