The Firm formalizes its forensic revenue and data reconciliation practice for institutional health systems, post-acquisition environments, and private equity-backed healthcare portfolios.
Dataix today announced the formal launch of its Healthcare Enterprise Program, a structured engagement model designed to surface and recover revenue that institutional health systems have already earned but that standard Revenue Cycle Management platforms are structurally unable to detect.
The program represents the Firm's formal entry into the institutional healthcare market following the development and refinement of its proprietary Clinical-to-Ledger Methodology across complex healthcare financial environments.
“The problem we solve is not new,” said Aizan Gul, Managing Partner and President of Operations. “Health systems have always lost revenue in the gap between what clinical systems record, what billing systems invoice, and what payers actually remit. What is new is the methodology to measure it precisely — at the individual account level, across all three data streams simultaneously, in a timeframe that makes the findings immediately actionable.”
At the core of the Healthcare Enterprise Program is the Firm's proprietary Clinical-to-Ledger Methodology — a forensic reconciliation engine that simultaneously cross-references clinical delivery telemetry, billing ledger records, and payer remittance files at the individual account level.
Unlike standard Revenue Cycle Management platforms, which operate on a single data source in isolation, the Clinical-to-Ledger Methodology identifies discrepancies that exist in the intersection of all three data streams. The methodology requires only read-only data exports. No system access, no credentials, and no disruption to clinical or billing operations are required at any stage.
The Healthcare Enterprise Program is designed specifically for post-acquisition and merger integration environments, where the risk of billing reconciliation failure is highest. When legacy clinical systems from an acquired entity are bridged to a new owner's billing infrastructure, three specific failure modes occur simultaneously: charge trigger failures, payer contract rate mismatches, and remittance drift.
United States hospitals lost $48.4 billion in net revenue leakage in 2025 — a 25 percent increase from $38.6 billion in the prior year. Post-acquisition environments consistently produce leakage in the upper range of documented benchmarks.
Each engagement produces three certified deliverables: a Revenue Integrity Report, a line-item Recovery Document for immediate use by the client's billing team, and a signed Revenue Integrity Certificate suitable for board presentation and transaction due diligence. All client data is handled under a signed Business Associate Agreement and destroyed within 30 days of engagement completion.
“Fabidul Haque brings a background in medical sciences and bioengineering that is unusual in forensic revenue reconciliation,” said Gul. “That clinical foundation allows us to interrogate the data the way a clinician would — understanding not just what the billing system recorded but what actually happened at the point of care.”
The Healthcare Enterprise Program is currently available to health systems, private equity-backed healthcare portfolios, and organizations in merger or acquisition integration. The Firm is accepting a limited number of initial engagements.
Organizations may submit a Request for Proposal at dataixai.com/rfp or contact the Firm at general@dataixai.com.
Dataix is a forensic revenue and data reconciliation practice of Gul and Metzen Solutions LLC, a New Jersey limited liability company. The Firm surfaces and recovers revenue that organizations have already earned but that no existing Revenue Cycle Management platform was designed to detect.
Media Contact: media@dataixai.com