Healthcare Payment Integrity Resources | Machinify: Resources: Policy

Healthcare policy is constantly evolving, and staying informed is essential. From regulatory updates to payer-provider policies, we break down the latest changes and their impact on the industry, helping you make sense of what’s next.

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Mental Health Parity Compliance: Why Behavioral Health Payment Integrity Is Now Essential for Health Plans

Mental health parity enforcement is accelerating across federal and state jurisdictions. Health plans are under growing pressure to demonstrate comparable oversight across behavioral health and medical benefits. Explore how a thoughtful mental health parity compliance strategy supports compliance, protects access to care, and strengthens financial stewardship.

April 09, 2026

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How Healthcare Organizations Can Speed AI Adoption by Involving Legal and Compliance from Day One

Legal and compliance are often seen as roadblocks, but they don't have to be. Learn how including legal at the start can reduce delays and help healthcare payers adopt AI faster, with less risk.

March 19, 2026

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Medicare CBD Reimbursement: What Payers Need to Know About Coverage, Coding, and Payment Integrity

With President Trump expected to announce a Medicare pilot program that enables Medicare CBD reimbursement for certain cannabidiol (CBD) treatments, we raise and track the questions that impact payers the most.

December 18, 2025

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How Payers Can Support Policy-Driven Decision Making

Most payers struggle to incorporate legislative, coding, and clinical changes into policy as well as to validate that policies are consistently applied to make timely, accurate payments of claims.

April 05, 2025

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Health IT Answers | The Physicians Make Decisions Act is AI Regulation Done Right

The last decade has seen AI’s escalating impact on a variety of industries take shape, and perhaps no vertical has been impacted as much as healthcare.

April 02, 2025

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Federal Changes to AI Guardrails: What You Need to Know

New executive orders prioritize rapid artificial intelligence (AI) innovation and reduced regulatory insight. How do these changes impact payers?

February 13, 2025

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A Closer Look at the Physicians Make Decisions Act (PMDA)

Explore how the new Physicians Make Decisions Act (PMDA) is reshaping conversations around liability, ethical boundaries, and the integration of AI into clinical practice.

January 14, 2025

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