Originally Ed Mehlman & Associates Formerly Enduring Retail Audit Now Mehlman & Co.
— Approach Mehlman & Co.

Recovery auditing is not a commodity.
It is a craft.

A methodology forty years in the refining. Built by auditors who chose craft over scale — and never compromised.

The industry raced to the bottom.
We stayed at the top.

The industry has spent the last two decades racing to the bottom. Larger firms compete on volume — onboarding hundreds of clients, deploying generalist auditors across standardized scripts, offshoring correspondence to reduce cost. The work is shallow by design. Depth is not what they sell.

We chose the other path in 1984 and have never left it. Small teams. American-based experts. Custom tooling for every engagement. Long relationships with clients who value this.

Every decision we make is filtered through a single question: does this make the work better, or only cheaper? If the answer is only cheaper, we have never been interested.

Forty years in, our methodologies have shaped recovery audit practice across the industry — many standards we pioneered are now imitated, never matched.

We work through every tier.
Most firms stop at the first.

A comprehensive recovery audit has three progressively deeper tiers of error detection. Each tier requires its own tools, its own expertise, and its own discipline. Most competitors execute well on the first tier and bill out. We believe genuine recovery only begins at the second.

Tier 01
Common process errors

Duplicate payments, straightforward overpayments, missed discounts and allowances. Captured through basic reporting techniques — three-way match, standard duplicates reports, queries, and data-mining analytics. This is table stakes. Every firm does this tier.

Where generalist firms stop.
Tier 02
Errors specific to your supply chain, procure-to-pay, and merchandising practices

Pricing errors. Under-deductions. Promotions and allowances. Freight and logistics anomalies. Non-monetized adjustments. Captured only by client-specific audit routines, tailored exception reporting, and algorithm-driven proprietary software that understands your business.

Where our rate earns itself back many times over.
Tier 03
Highly behavioral or situational errors

Cultural practices. ERP and EDI synchronization issues. Software and system failures. Unique transaction patterns that no script would ever recognize. Captured through intensive post-audit review by highly trained experts fluent in your supply chain, systems, and processes.

Where forty years of experience becomes indispensable.

Our structured approach focuses resources across every tier, with the discipline to know where each engagement’s largest recoveries actually hide. Our goal is to identify and eliminate exposures across all stages of the continuum — never just the easy ones.

How an engagement unfolds.

Contingency-based. One to two hours per week of your time. We handle the rest.

01 / 05
Days 0 — 20

Data Receipt & Conversion

We work with the data you have — in any format, from any system, from whatever system you run on. Our developers build custom ingestion pipelines tailored to your environment. Data dictionary review to confirm understanding of each field. No discovery fees. No setup charges.

  • Any format, any system
  • Custom pipelines built per engagement
  • Zero setup cost to the client

What we have.
What others don’t.

Under Tim Mehlman’s leadership, we have built the most sophisticated technology stack in the recovery audit industry — every tool developed in-house, customized for every engagement, grounded in forty-plus years of practice.

100+
Distinct claim types
40+
Years of detection knowledge
Up to 10×
What other firms miss
Where we earn our rate
Specialty · 01
Costing & Discount
Compliance Engine

Specialized tooling for the claims where the real money hides. The costing and discount work most firms avoid because it requires deep retail-operating knowledge to detect and substantiate.

  • Cost-and-pricing alignment across the procurement lifecycle
  • Vendor-terms compliance and propagation across related orders
  • Promotional and event-driven cost behavior
  • Drop-ship and direct-source margin integrity
  • Cancellation, contract, and late-ship mechanics
Specialty · 02
40-Year
Knowledge Base

Our proprietary Vendor Terms & Costing Database — built over four decades of practice and referenced on every engagement. The institutional memory clients inherit, not build.

  • We know what’s right, what the best market terms look like, and what your competitors are getting — across the merchandise and vendor spectrum
  • Industry benchmarks across retail, grocery, manufacturing, and logistics
  • Continuously extended through every engagement
  • Cumulative pattern detection no entrant can replicate
Core Engines
Core · 03
Mehlman Proprietary
Data Ingestion Engine

Takes any data source, any format, any schema — and understands it. Our ingestion layer reads what you have in whatever shape it arrives, maps it against your environment, and normalizes it for the analysis engine downstream. No discovery fees. No setup charges. Your data, however it arrives.

  • ERP-agnostic: SAP, Oracle, PeopleSoft, JDE, Workday, Dynamics, Infor, homegrown
  • Cross-system normalization for multi-ERP environments
  • Per-engagement data dictionary reconciliation
Core · 04
Mehlman Proprietary
Data Analysis Engine

The core of our testing. Flags every potential recovery across more than a hundred claim types, which our experts then carefully review. Configurable to client specifications, tailored to exact scope, claim-type set, and assumptions. The most thorough analysis device in the industry. Period.

  • Client-tuned: scope, claim types, thresholds, assumptions
  • Every potential surfaced for expert review — no auto-submission
  • Extended continuously as new claim categories emerge
Supporting tools — a few of many
Infinity Data Engine

Built for long-horizon audits. Handles review windows of seven-plus years of transactional data while maintaining claim precision. For engagements where volume would overwhelm generic tooling.

Five-Dimensional Duplicate Engine

Our multi-pass duplicate-detection framework. Five distinct dimensions, each designed to catch a category of payment error missed by single-dimension industry-standard scripts.

Claim Lifecycle Tooling

Paperless claim management, built in-house. Clients access every claim, supporting documentation, vendor correspondence, and status in real time. Approve, deny, hold, or reverse from a single interface.

Bulk Claims Uploader

Proven with our longest-standing retail client and adaptable to any AP system. Enables near-instant processing of our claim output — weeks of manual entry compressed into a single bulk operation.

Your data, handled with care.

Zero material security incidents in forty-plus years of operation. We work with major ERPs and an equal share of homegrown systems, and our data-handling practices meet the standards expected by Fortune 1000 and beyond clients with sensitive financial information.

Client data resides on SOC 2 Type II and ISO 27001–certified enterprise infrastructure, with strict access controls, encryption at rest and in transit, and end-to-end audit discipline applied to every engagement.

Encryption

Client data is encrypted — at rest on our systems and in transit between parties. Enterprise-grade standards applied to every file, every transfer, every engagement.

Threat Detection

Enterprise-grade protections against malware, phishing, and other threats. Inbound files pass through active threat defenses before they reach our team.

Access Control & Authentication

Access to client data is tightly scoped — limited to the team on your engagement, only for the work at hand. Every access is authenticated and logged.

ERP Compatibility

We have ingested data from SAP, Oracle, PeopleSoft, JDE, Workday, Microsoft Dynamics, Infor, and dozens of homegrown platforms. Many clients run multiple ERPs across business units — we blend and normalize across systems.

Minimal Client Burden

We make your data work — in any format, from any system. One to two hours per week of client involvement is typical. Weekly progress reports keep you informed without consuming your time.

Contingency only.
Always competitively priced.
Always the highest net return.

Every engagement is contingency-based. If we do not recover, you do not pay. Our incentive aligns perfectly with yours.

Rates are calibrated to each engagement. While we may not always carry the lowest rate, our clients consistently net the highest post-commission dollar recovery because our recoveries — deeper and more thorough than competitors — outpace the rate difference many times over.

Our commitment: deliver the maximum post-commission bottom-line profit recovery in the industry. We have been operating on this principle for forty years — reflected in industry-leading client retention and satisfaction.

Every rate is a conversation. Every relationship is a partnership.

Discuss an engagement