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Learn more about what Machinify does and how healthcare leaders rate Machinify’s products, service, and innovation in this First Look report by KLAS.
Out-of-network behavioral health has grown faster than networks, regulations, and oversight models were built to manage. As parity enforcement accelerates and utilization continues to climb, health plans face a structural question: how do you govern a benefit that expanded faster than its controls without restricting access to care?
Explore why health payers routinely miss at least 20% of recoverable dollars—and often underperform on the opportunities they do identify—due to structural blind spots in measurement, timing, and execution. See where value is lost and the operational, legal, and strategic shifts needed to close the gap and maximize healthcare recoveries.
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.
Behavioral health has become one of the fastest-growing areas of medical spend, yet oversight models have not evolved at the same pace. As parity enforcement expands and utilization remains elevated, payers are reassessing how a behavioral health audit program can support accuracy, financial stewardship, and regulatory alignment simultaneously.
AI is valuable for healthcare operations, so it needs to be applied thoughtfully and with humans in the loop. Here's why experience matters more than algorithms, and how to apply both meaningfully.
Payment integrity hasn’t always strengthened provider relationships. The difference between friction and trust often comes down to timing. Explore how proactive payment integrity strategies are changing the equation.
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.
COB recovery performance depends on when primary coverage is identified. Learn how pre-pay, pre-claim, and post-pay approaches impact cash flow, workload, and net value.
Automation is important, and it is growing increasingly useful in healthcare operations. However, automation does not replace healthcare experts. Discover how automation removes low-value work so experts can focus on what actually matters.
Responsible AI in healthcare depends on governance, not just models. Learn how healthcare leaders can scale AI with transparency, control, and trust.
Healthcare leaders struggle to adopt new technology when disruption is treated as inevitable. Learn how to modernize operations without sacrificing performance.