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$100M+ Discovered across the partnership |
$215B+ In procurement & vendor-funding spend analyzed |
36,000+ Funding agreements & supporting records processed |
100+ Funding scenarios analyzed across 10+ claim types |
Exhibit A: Retail Operating Context
A sophisticated operation, not a sloppy one
Target runs one of the most disciplined vendor-funding operations in U.S. retail. The gap Discover Dollar closes isn't a failure of process. It's what happens when real, valid agreements are negotiated at a scale no team can track by hand.
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Target, national mass-market retailer ~1,950 stores plus a major Target.com online business |
Multi-year partnership Among the earliest retailers to adopt continuous vendor-funding recovery at scale |
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High Volume Of
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Complex Environment Combining
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Exhibit B: The Problem
It doesn't error. It slips.
Vendor-funding leakage is money owed under real, signed agreements that never gets collected. It doesn't get disputed. It disappears quietly. Contracts get created but never collected against. Single items get omitted from a funded department. Whole periods go unfunded. Rates get applied below what was agreed. None of it trips an alarm, because nothing technically breaks. At Target's scale, it takes a system built to watch for it.
"Vendor funding at Target isn't a line item. It's an ecosystem of rates, periods, and items that regenerates every quarter. The agreements are real; capturing every dollar across all of them is beyond what any internal team can monitor manually. Sustained over years, that gap is where $100M+ surfaced."
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01 Created, never collected A funding contract is registered, but the claim is never raised against it. |
02 Funded, but incomplete A vendor covers part of an agreed period, or all but one item in a department. |
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03 Funded, at the wrong rate A markdown reimbursed at a 1% defective rate instead of the agreed 100%. |
04 Funded, below actual sales Claims applied to fewer units than were truly sold, from sales-data timing gaps. |
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Each gap is small. Across billions in spend and millions of items, they compound into tens of millions every audit year, which is exactly why this can't be a one-time sweep. The leakage regenerates each quarter as new agreements, items, and periods enter the system.
Exhibit C: How We Solved It
From unstructured data to recovered dollars
ERP records hold the transactions and the vendor master data. What was actually agreed lives somewhere else entirely, across 3TB+ of negotiation emails, PDF contracts, amendments, and spreadsheets that never made it into a structured field. Discover Dollar reads all of it, then runs five steps every quarter.
| Structured (ERP): transactions, vendor master data | Unstructured: 3TB+ of emails, contracts, amendments, sheets |
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Structured data — What the ERP already knows: GL postings, vendor master records, transaction history. |
Unstructured data — Where the real agreement lives: negotiation emails, PDF contracts, amendments, read with NLP rather than a keyword search. |
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01 Data ingested Vendor agreements, TPC/VIT sheets, invoices & ERP feeds connected securely, no disruption to existing AP workflows. |
02 Context extracted NLP reads negotiation threads for rate, effective dates & DPCI-level scope, and tracks which amendment supersedes which. |
03 Intent matched Agreed rates matched at the vendor, department & DPCI level against POs, AP remittances & GL postings. |
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04 Mismatches surfaced Only P&L-impacting mismatches surface, sorted into claim types like B-Markdown and BMD rate differences, ranked by materiality. |
05 Visibility embedded Validated claims are packaged for recovery each fiscal quarter, and the same signal catches next quarter's new agreements. |
Each step runs inside Target's normal quarterly close. No separate audit cycle, no new system for buyers to learn, no disruption to agreements already in place.
Exhibit D: Value Scenarios Unlocked
Two dominant families, ten recurring claim types
Analyzed together every quarter, recovery concentrates in two dominant families of claims, supported by a wide set of recurring claim types across the funding lifecycle. Figures shown are from the most recent audit year.
The two engines of recovery. Markdown allowances on damaged goods go uncollected when items surface late or fund at the wrong rate. Digital accruals on online sales slip when contracts are created but never collected, or miss items, periods, or volume. Part-period funding Item omitted from dept 1% vs agreed 100% rate Registered, never collected |
Ten recurring claim types surface every audit cycle, the breadth behind the $100M+ discovered to date:
| Claim Type | Recovered |
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| B-Markdown (vendor terms) Damaged goods funded late or missed |
$22M |
| Missed vendor income No funding vs. historical pattern |
$9.9M |
| Vendor terms / DART Contracts created, never collected |
$4.8M |
| Defect data Unsellable stock, no formal agreement |
$3.8M |
| Missed sales Funded below units actually sold |
$3.6M |
| Sales data (rate revision) Online-sales fee 6% to 8% |
$3.1M |
| Missed items (DPCI) Single item omitted from funded dept |
$2.5M |
| Price protection & missed period Cost-drop & part-period gaps |
$2M |
| Pricing on returns (RTV) Chargeback below original cost |
$1.5M |
| Rate difference (BMD) 1% defective vs. 100% agreed |
$1.4M |
Two primary families, ten-plus recurring claim types, one root cause: funding genuinely agreed, slipping between what the vendor promised and what the system collected every quarter.
This isn't a fixed list. Vendor agreements renew every fiscal quarter, new DPCIs enter the funded population continuously, and promotional calendars shift throughout the year, so the same ten claim types resurface under new agreement numbers each cycle. That's the case for running vendor-funding recovery as a permanent layer inside the AP function, not a periodic clean-up project.
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"When Discover Dollar came to us and said they could recover $100 million in leakages, we were skeptical at first. Around the eight-to-ten week mark, the Discover Dollar team helped us recover a couple of million dollars by integrating into our complex systems." Ravi Sangtani Director of Innovations & Accelerator, Target Corporation |
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Frequently Asked
Common questions on this engagement
| How much has Discover Dollar recovered for Target? |
More than $100 million across a multi-year partnership, recovered quarter after quarter through continuous vendor-funding audits rather than a one-time review.
| What is vendor-funding leakage? |
| Why don't ERP systems catch this on their own? |
| Is this a one-time audit or an ongoing process? |
| Is Discover Dollar's process secure and compliant with data protection standards? |
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