Research & Evidence Library

Why Accurate Records Can Still Produce an Indefensible Operating Picture

A multi-domain illustration of how valid records can fail to support one coherent institutional assertion.

GGI Original Analysis / Illustrative Model5-page publicationPDF edition

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The operating thesis

Each record can be accurate for its own purpose.
The combined assertion can still fail.

Legal, payroll, tax, finance, benefits, access, contracts, and management reports may use different populations, dates, definitions, and purposes.

What the publication establishes

Accuracy is not the same as comparability.

The analysis shows why asking which system is correct is often incomplete. The relevant question is what each record can legitimately support for the assertion, population, period, and decision at hand.

The fact pattern is illustrative—not client evidence, a benchmark, or a claim of automated causal detection.

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Why it belongs in the library

This publication explains the cross-domain reconciliation problem that ERI and GGI address.

Use this publication when

Use it when stakeholders assume that individually valid records must automatically produce one coherent operating picture.

Scope note. This publication explains an operating framework or controlled analysis. It is not legal, tax, accounting, employment, valuation, investment, or transaction advice. Apply current facts and qualified specialist judgment to any live situation.

Each record can be accurate for its own purpose.The combined assertion can still fail.

Accuracy is not the same as comparability.

Why it belongs in the library

Use this publication when

Each record can be accurate for its own purpose.
The combined assertion can still fail.