PERSPECTIVES

Our Thinking.

Perspectives on revenue integrity, healthcare finance, and the structural conditions that create and sustain the gap between delivered care and collected revenue.

The name Dataix derives from data indexing — the foundational act of bringing order to information that has never been formally reconciled.

METHODOLOGY DEMONSTRATION

June 14, 2026

LEAD ARTICLE

FORT Engine Processes Nearly 900,000 Medicare Records Across Three Specialties in Methodology Demonstration

The engine processed 884,901 procedure-level records and identified aggregate payment variance totaling over $4 billion across the three specialties analyzed.

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PERSPECTIVE

June 5, 2026

What Buyers Find in Healthcare Data Rooms — And Why It Matters

The buyer's quality of earnings review has become the most consequential step in the deal process. What they find determines whether the agreed purchase price holds.

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PRODUCT ANNOUNCEMENT

June 2, 2026

Dataix Introduces VERA — A Proprietary Engine for Quantifying Revenue Loss in Healthcare Organizations

VERA translates forensic billing findings into financial terms that healthcare operators, private equity sponsors, and institutional lenders can act on immediately.

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ENGAGEMENT ANNOUNCEMENT

May 19, 2026

Dataix Completes First Diagnostic Engagement for a PE-Backed Multi-Regional Healthcare Platform

The engagement identified material revenue gaps across three of FORT's four primary finding categories.

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PRODUCT ANNOUNCEMENT

May 5, 2026

Dataix Introduces FORT — Forensic Operations Revenue Technology

FORT addresses a specific gap that has existed in healthcare revenue cycle management since the field emerged — what was performed and never submitted.

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FIRM ANNOUNCEMENT

April 28, 2026

Dataix Formally Launches Forensic Revenue Integrity Practice

Dataix was founded on a singular observation: that the revenue already owed to healthcare organizations was remaining invisible because the tools to surface it had not yet been built.

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REVENUE INTEGRITY

May 2026

The Structural Origins of Clinical-to-Ledger Drift

Why the gap between what clinical systems record and what billing systems capture is not an operational failure — it is an architectural one.

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POST-ACQUISITION

April 2026

The 18-Month Window: When Integration Risk Is Highest

Post-acquisition billing reconciliation gaps compound most rapidly in the first 18 months following close. Understanding the timeline is the first step toward managing it.

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HEALTHCARE FINANCE

March 2026

What $48.4 Billion in Hospital Revenue Leakage Tells Us About the State of Healthcare Finance

The 2025 benchmark figure is not a crisis — it is a structural condition. The distinction matters.

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Additional perspectives are available upon request. Contact the Firm at general@dataixai.com