Customer story · CFO suite

A retail franchise network: 1,500+ trade schemes validated, claims verified about 95% faster

Partner claims were checked by hand against terms that varied by SKU and partner. IRA, IRAME's agentic AI, validated 1,500+ trade schemes against their terms of trade. Claims were verified about 95% faster.

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The headline number

1,500+

trade schemes validated against their terms of trade

At a glance

Key facts about this work
CustomerA retail franchise network
IndustryRetail and consumer
EngagementAR and revenue assurance (CFO suite)
ScopeTerms-of-trade percentages across SKUs and partners
Volume1,500+ trade schemes

How the work was done before

Each trade scheme carried its own terms by SKU and partner. Claims were validated against those terms by hand, leaving room for errors and revenue leakage.

What IRAME runs

Controls IRAME runs and an example of each
ControlExample
Terms-of-trade percentageThe percentage claimed per SKU and partner is checked against the agreed scheme.
Claim verificationEach partner claim is checked against the terms of its scheme.

What it found

The published results for this work do not include exception counts. Ask us on a call and we will explain what the checks look for.

Results

Results before and after IRAME
MeasureBeforeWith IRAME
Trade schemes validatedChecked by hand1,500+
Claim verification timeManualAbout 95% faster

Who runs it day to day

The claims team works from the results. Each claim that does not match its scheme is flagged for review. For a US consumer brand, the same check applies to trade promotion claims before they are paid.

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