High Probability Product Selection:

  • S•E•T Enterprises conducted a survey of over 60 products for a top ten pharmaceutical manufacturer to identify products with a high probability of being diverted in the distribution and dispensing channels. 
  • The survey identified several high potential products resulting in a suspicious purchasing identification project.

340B Suspicious Order Identification:

  • S•E•T Enterprises worked with the Drug Enforcement Administration (DEA) to search for retail pharmacies that were reselling Schedule 2 narcotics on the street. 
  • The results were so successful at identifying diversion, the DEA required all the largest wholesalers to submit their sales data of Schedule 2 narcotics to be monitored for suspicious purchasing activity.  
  • On August 2, 2024, S•E•T Enterprises launched SPI340BSM,, a new service offering that identifies specific 340B covered entities that exhibit suspicious purchasing patterns that suggest products purchased from pharmaceutical and biotechnology manufacturers may be diverted (resold or dispensed to a non-patient).
  • SPI340BSM provides manufacturers with a targeted list of 340B entities whose purchasing patterns signal a greater likelihood of product diversion.
  • Email SPI340B@set-enterprises.com for more information

Manufacturer 340B Entity Audits:

  • S•E•T Enterprises developed and utilized 340B claim validation models to evaluate duplicate Medicaid scripts and invalid script submission data against industry standard dispute tests.
  • Customized dispute parameters based on manufacturer and product specific criteria. Led the implementation of dispute systems designed to automate the S•E•T proprietary dispute models.
  • Created stocking level measurement models to determine which 340B entities exhibit over stocking (signaling potential reselling) and under stocking (signaling potential after market purchasing).

Wholesaler Diversion Identification:

  • S•E•T Enterprises was engaged by a top ten pharmaceutical manufacturer to uncover why chargeback discounts exceeded sales on a deeply discount product sold to doctor’s offices. 
  • Using enhanced DEA suspicious order monitoring algorithms and models, S•E•T discovered the product was being diverted by physician’s offices back to wholesalers to be resold. 
  • Further, S•E•T identified which wholesalers were purchasing the product illegally and which specific customers were purchasing the product at a discount, then reselling the product (diversion) back to wholesalers to be resold again generating additional (excessive) chargeback discounts.

Manufacturer Wholesaler Audits:

  • S•E•T Enterprises conducted wholesaler audits to uncover diversionary after market purchases as well as failure to report indirect sale returns (resulting in excessive chargeback discounts).
  • Participated in the initial development and usage of Electronic Data Interchange (EDI) standards for the pharmaceutical industry.
  • Received an industry award for contributions made while serving as a Health Industry Distributors Association (HIDA) committee member.
  • Published industry white papers and developed and delivered numerous presentations covering electronic commerce issues.