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INSIGHTS

Insights

Regulatory analysis, AI implementation perspectives, and industry insights for life sciences organizations.

High RiskMay 20, 2026 • 7 min read

The M3P Effect: Accelerating Catastrophic Phase Accrual Cliffs in Q4

How the Medicare Prescription Payment Plan artificially inflates Q3 and Q4 discount liabilities by increasing patient adherence and changing the velocity of OOP cap realization.

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StrategicMay 18, 2026 • 6 min read

The 340B Intersection: Decoding Dispute Eligibility in the Manufacturer Discount Program

Analyzing the systemic risks and necessary data structures required to accurately identify ineligible 340B claims incorrectly submitted for the 10% Initial Coverage Phase discount.

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