VornexRx
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Built for Pricing, Contracting & Reimbursement leaders

Stop paying rebates
you were never supposed to pay.

Vornex Rx is a rebate claim validation platform for U.S. pharmaceutical manufacturers. We protect gross-to-net revenue by scrubbing rebate claims, detecting duplicate discounts, and delivering audit-ready evidence to your Pricing, Contracting, and Reimbursement teams, before payments leave the door.

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$37.5BWAC pricing at risk from duplicate discounts¹
96%of pharma leaders say GTN issues hurt margins²
>$1Brebate leakage a single manufacturer can face³

Sources: IQVIA and Model N industry research.

The Problem

Every rebate cycle, revenue slips through the cracks.

Manufacturers pay rebates and chargebacks against fragmented, layered, and often unverifiable claims data across Medicaid, Medicare, 340B, PBMs, payers, GPOs, VA/DoD, and trade. Validation is manual. Disputes are slow. Duplicate discounts are hard to prove. And gross-to-net keeps growing.

🔁

Duplicate Discounts

Paying both a 340B discount and a Medicaid rebate on the same unit, often invisible in the invoice.

📊

Gross-to-Net Leakage

Rebates, chargebacks, distribution fees, and copay assistance layer up. Accruals get harder to defend.

📝

Manual Validation

Analysts scrub claims in spreadsheets across disconnected sources. Exceptions take weeks, but payments do not wait.

⚖️

Weak Dispute Evidence

Dispute negotiations with top customers need traceable, defensible case files, not screenshots and email chains.

🛡️

Audit & SOX Risk

Government pricing, Sarbox controls, and internal audit all demand explainable, traceable rebate decisions.

🧩

System Sprawl

Model N, ERP, CRM, data lake, offshore ops. There is no single place to see what is eligible and what isn't.

The Platform

Rebate claim validation, purpose-built.

Vornex Rx sits alongside your revenue management stack and turns rebate validation into a continuous, explainable, audit-ready process, from claim ingestion to dispute close-out.

01

Claim Ingestion & Normalization

Ingest rebate invoices, utilization files, chargeback data, and eligibility feeds from payers, PBMs, states, GPOs, and 340B covered entities. Standardize into a single validation model.

02

Eligibility & Duplicate Detection

Cross-reference every line against 340B ceiling data, Medicaid programs, commercial contracts, and prior payments to surface duplicate-discount and ineligible-rebate risk before payment.

03

Contract-Aware Rules Engine

Configurable rules aligned to your contract terms, formulary tiers, price protection, admin fees, and government pricing programs. No black-box logic, no unexplained flags.

04

Explainable Exceptions

Every flagged claim ships with the reason, the supporting data, the contract clause, and a defensible narrative your team can send straight into a dispute package.

05

Dispute & Workflow

Assign, track, and resolve rebate exceptions with SLAs, comment threads, and evidence attachments. Close disputes with a full audit trail.

06

GTN & Assurance Reporting

Feed clean, validated rebate data into your gross-to-net accruals, forecasting models, and business assurance dashboards.

Who We Serve

Built for the teams that own the rebate lifecycle.

Vornex Rx serves U.S. pharmaceutical manufacturers across branded, specialty, biologic, diabetes, oncology, and rare disease portfolios with significant managed care, Medicaid, Medicare, 340B, PBM, payer, GPO, and trade contracting exposure.

Business Leaders
  • AVP / VP Pricing, Contracting Operations & Reimbursement
  • VP Revenue Management
  • VP Market Access Operations
  • VP Government Pricing
  • SVP Finance & Operations
Operations Owners
  • Director, Rebate Operations
  • Director, Managed Care Rebate Operations
  • Director, Medicaid & Government Pricing
  • Director, 340B Strategy & Operations
  • Director, Contract Operations
Finance & Assurance
  • Director, Gross-to-Net
  • Director, Revenue Assurance / Business Assurance
  • Director, Commercial Finance
  • Director, Internal Audit & SOX Compliance
  • Chief Financial Officer
Systems & Data
  • Model N Business Owner
  • Director, Revenue Management Systems
  • Director, Commercial IT & Data Platforms
  • Director, Pricing & Market Access Analytics
  • Director, Data Governance
How It Works

From claim to decision, in one auditable flow.

1

Ingest

Flexible ingestion of rebate invoices, utilization files, chargeback data, state Medicaid files, and 340B data via secure file transfer or API.

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2

Validate

Every rebate claim is scored against eligibility, contract, and duplicate-discount rules with a defensible reason code.

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3

Review

Analysts triage exceptions through workflow, add evidence, and route disputes to the right account owner.

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4

Assure

Clean, validated data flows into GTN accruals, dispute packages, board reporting, and audit trails.

Outcomes

Turn rebate validation into a strategic revenue capability.

Revenue

Protect gross-to-net

Identify ineligible rebates and duplicate discounts before payment, protecting margin at the source.

Speed

Cut manual scrubbing

Move analysts from spreadsheet triage to exception handling with clear reasons and evidence attached.

Trust

Defensible disputes

Give account managers and legal teams audit-ready case files for negotiations with top customers.

Control

Audit & SOX confidence

Every decision, every rule, every payment is logged, versioned, and explainable.

Insight

Forecast accuracy

Cleaner rebate data means better accruals and net revenue forecasts across FP&A and Commercial Finance.

Scale

Augment, don't replace

Layer on top of Model N and your existing revenue management stack. No rip-and-replace required.

Company

Built by operators who lived the problem.

Vornex Rx is a small, focused team combining cross-industry operational discipline with SaaS platform engineering, obsessed with the revenue that quietly leaks out of enterprise processes.

Muhammad Usman Janjua

Muhammad Usman Janjua

Co-Founder & CEO

A supply chain and operations leader with over a decade of experience across FMCG, defense procurement, healthcare, IT, and aviation. ITIL-certified, and an entrepreneur at his core, he has built a career solving complex operational problems and turning them into measurable value for the customers and organizations he served. That same instinct, spotting where enterprise revenue quietly leaks and building the discipline to stop it, is what drives his work at Vornex Rx. He leads the company's product direction and go-to-market strategy.

Hassan Bin Amin

Hassan Bin Amin

Co-Founder & CTO

A senior full-stack and DevOps engineer with over five years building for international clients across the US and UK. He was a key contributor to CloudPages, a SaaS hosting platform scaled to 400+ daily deployments and millions of users worldwide. At Vornex Rx, he is the primary architect of the platform, leading product engineering, data pipelines, cloud infrastructure, and the validation engine.

See what your rebate data has been hiding.

Book a 30-minute working session with our team. We will walk through your current rebate validation approach and show you where Vornex Rx would fit.

Thanks. A member of the Vornex Rx team will reach out within one business day.

Prefer email? usman@vornexrx.com