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Blogs

Healthcare Risk Adjustment Data Gaps That Hurt Margin & Compliance

Mature risk adjustment programs rarely struggle because they lack data. More often, the problem is that different systems, vendors, and functions tell different stories about what happened to that data. For health plan and managed care organization leaders, the more useful question is whether the organization can explain the conversion from identified opportunity to accepted data to realized financial impact, including where and why that conversion breaks down.

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Blogs

AI-Enabled Risk Stratification: Moving from Risk Scores to Timely Member Action

A member with several months of high utilization is easy to flag. The harder and more valuable task is identifying a member whose risk is changing before the pattern becomes obvious through paid claims. That requires models capable of drawing from a broader mix of information, detecting movement across time, and separating actionable risk from expensive events that a care management program is unlikely to influence. AI can strengthen that process, but health plans still have to decide what risk they want to predict, how scores will affect work queues, which interventions correspond to each signal, and how member responses will feed back into future decisions. Without those connections, a more sophisticated score can become another data point competing for attention.

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Blogs

Healthcare Analytics KPIs Every Payer Executive Should Be Watching

Healthcare analytics is much more than building another dashboard for basic reporting. For payer executives, it’s identifying the operational signals that consistently predict financial performance, member experience, quality outcomes, and regulatory performance before quarterly results arrive. To get the most value from healthcare analytics, health plans have to focus leadership attention on the handful of metrics that reveal where performance is improving, where risk is building, and where action can make the biggest difference.

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Blogs

How to Reduce Appeal Turnaround Times without Increasing Compliance Risk

Delays collect through intake errors, inconsistent workflows, documentation rework, competing priorities, unclear escalation pathways, or limited visibility into where cases are spending their time. Those issues can persist regardless of staffing levels. Still, aggressive efforts to accelerate case resolution can introduce new risks if documentation standards, review requirements, and oversight processes are not keeping pace. Here’s how to focus on reducing friction throughout the appeals and grievances lifecycle while maintaining consistency across every stage of review.

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Blogs

How 2026 Payment Pressures Are Reshaping Provider Network Operations & Contracting

Most health plans have already worked through this year’s payment updates. The announcements have been analyzed. Budgets have been adjusted. Product teams have updated assumptions. Now they need to turn those assumptions into operational decisions. Review how payment pressures across Medicare Advantage, Medicaid managed care, and ACA markets are exposing gaps between contract design and contract execution, prompting health plans to reassess provider network operations and contracting in 2026.

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Blogs

What a Modern Payment Integrity Program Looks Like

As health plans track medical cost management performance, payment integrity is becoming more closely connected to analytics, claims operations, provider strategy, configuration management, and core systems. Build a payment integrity program that connects policy governance, claims operations, analytics, clinical review, and vendor management into a coordinated framework for payment accuracy and cost containment.

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