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Selected findings

Not everything unusual is wrong.Some of it is provable.

A finding exists only when a named analyst can trace it to source records, every alternative explanation has been tested and discarded, and an independent reviewer agrees. These are anonymized examples.

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Substantiated

What survived the testing.

PI-001-F1

Telecommunications

Compensation was paid on subscriber relationships that had terminated, in a population that no reactivation, transfer or reporting delay accounts for.

Substantiated - documentaryPI-001 engagement
PI-001-F2

Telecommunications

Clawback provisions in the dealer agreements were enforceable but were not triggered, because the trigger depended on an event that never crossed system boundaries.

Substantiated - contractualPI-001 engagement
PI-001-F3

Telecommunications

A concentrated subset of dealers accounted for a disproportionate share of the affected population, sustained across the full period rather than clustered around any single month.

Substantiated - patternPI-001 engagement
PI-002-F1

Regulated consumer programs

A measurable population received payments during periods when no eligibility determination was in force.

Substantiated - documentaryPI-002 engagement
PI-002-F2

Regulated consumer programs

The majority of that population reflects administrative lapse rather than substantive ineligibility, which changes the remedy but not the exposure.

Substantiated - qualifiedPI-002 engagement
PI-002-F3

Regulated consumer programs

The two prior reviews are both arithmetically correct and are not comparable, because they measure different populations.

Substantiated - reconciliationPI-002 engagement
PI-003-F1

Distribution and supply chain

Provisional credits remained outstanding after the underlying dispute was decided against the cardholder.

Substantiated - documentaryPI-003 engagement
PI-003-F2

Distribution and supply chain

A population of disputes was credited through two intake channels for the same underlying transaction.

Substantiated - duplicatePI-003 engagement
PI-003-F3

Distribution and supply chain

Network representment rights lapsed unused on a measurable subset of eligible disputes.

Substantiated - contractualPI-003 engagement
PI-004-F1

Shipping and freight

Accessorial charges were invoiced and paid with no corresponding operational event in the shipment record.

Substantiated - documentaryPI-004 engagement
PI-004-F2

Shipping and freight

Invoiced rates exceeded the rate in force under the governing schedule at the date of service.

Substantiated - contractualPI-004 engagement
PI-004-F3

Shipping and freight

Amendment effective dates were applied inconsistently between the vendor and the client.

Substantiated - reconciliationPI-004 engagement

Findings are anonymized and generalized. Populations, periods and identifying details are removed. Detection logic and analytical methods are not published.

If the numbers have stopped agreeing with each other, that disagreement is evidence.

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