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Confidence Rating Model

A programme can report green while confidence in the evidence is low. Enigma’s confidence rating expresses how strongly the available evidence supports a defined delivery claim or decision. It is not another RAG status.

Key judgement

Confidence must never be averaged into comfort. A single material control failure or unresolved dependency can cap the overall rating when it threatens the decision.

Four evidence confidence ratings: high, moderate, low and insufficient evidence.

What confidence means

Confidence is the strength of the evidence-based basis for relying on a delivery claim. It considers whether the evidence is sufficient, whether the relevant controls are operating, whether material dependencies are understood, whether the trend is stable and how much residual uncertainty remains.

It does not predict the future with certainty. It does not replace delivery status, risk severity or professional judgement. Its purpose is to show the accountable client how much reliance can reasonably be placed on the position presented.

The four ratings

RatingMeaningDecision implication
HighMaterial claims are supported by complete, current and consistent evidence. Controls are operating and residual uncertainty is bounded.The client can place substantial reliance on the claim, while retaining normal governance oversight.
ModerateThe principal claim is supported, but one or more limitations, dependencies or control weaknesses require active management.A decision may proceed with explicit conditions, owners and verification dates.
LowMaterial evidence is weak, contradictory or shows ineffective controls. Significant uncertainty could change the decision.Do not rely on the stated position without intervention, further evidence or a revised decision.
Insufficient EvidenceThe evidence base cannot support a defensible conclusion in either direction.The client must not treat lack of proof as confidence. Obtain evidence, narrow the decision or defer it.

Five assessment dimensions

DimensionQuestion
Evidence sufficiencyIs the claim supported by relevant, complete, current, traceable and corroborated evidence?
Control effectivenessAre the controls designed appropriately, operating in practice and producing the required result?
Dependency exposureAre material internal, supplier and external dependencies understood, owned and achievable?
Trend and stabilityIs performance improving, stable or deteriorating, and is the trend supported over a meaningful period?
Residual uncertaintyWhat remains unknown, how material is it and could it alter the client decision?

Rating mechanics

1. Define the claim

2. Assess each dimension

3. Identify material caps

4. Record limitations

Materiality cap

The weakest score does not automatically determine every rating, but it must cap the opinion when the weakness could invalidate the decision. For example, strong testing cannot create high confidence in go-live if cutover dependencies remain unowned. A well-maintained plan cannot create high confidence if the critical supplier deliverable has not been accepted.

No arithmetic averaging

Numerical averages can conceal a critical failure behind several stronger dimensions. Ratings are reached through structured judgement, with the material evidence and any cap recorded. If the evidence does not permit that judgement, the correct rating is Insufficient Evidence.

Rating decision guide

Evidence and control positionLikely ratingRequired governance response
Material evidence complete, controls effective, dependencies boundedHighContinue oversight and monitor known residual risks.
Evidence largely sufficient, manageable limitations remainModerateProceed only with named conditions and closure verification.
Material gaps or ineffective controls could alter the outcomeLowIntervene, reduce exposure or reconsider the proposed decision.
Key claims cannot be testedInsufficient EvidenceDo not approve on assertion. Require evidence or defer.

How boards should use the rating

  • Apply the rating to a specific claim or decision, not to the programme as a vague whole.
  • Read the evidence basis and limitations alongside the rating.
  • Challenge any change in confidence that is unsupported by new evidence.
  • Treat conditions as governance commitments, not optional recommendations.
  • Record who accepts residual risk when the client proceeds below High confidence.

What the rating cannot prove

A High rating does not guarantee delivery success. It means the current claim has a strong evidential basis within the stated scope and cut-off date. A Low rating does not prove inevitable failure. It means the client does not yet have a defensible basis for reliance and should act accordingly.

Board test

If a rating cannot be explained in terms of evidence, controls, dependencies, trend and uncertainty, it is an opinion label rather than an assurance judgement.

Five dimensions shaping evidence confidence plus the resulting rating.

How this standard supports client governance

This standard gives the client a repeatable basis for challenging delivery claims without taking ownership away from the supplier. It enables proportionate scrutiny, records the reasoning behind material decisions and makes residual uncertainty visible to the accountable decision maker.

Use with

Independence safeguard

No practitioner may independently assure delivery that they directly own. Where advisory support and assurance are both required, roles, reporting lines and review responsibility must be separated and recorded.