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Abacus Insights
Their llms.txt
The beginning of the file, from our validated copy saved 2026-10-21T17:18:50.871Z. Cached copy · Source on abacusinsights.com
Generated by Rank Math SEO, this is an llms.txt file designed to help LLMs better understand and index this website.
# Abacus Insights
## Sitemaps
- [XML Sitemap](https://abacusinsights.com/sitemap_index.xml): Includes all crawlable and indexable pages.
## Posts
- [NCQA 2026 Takeaways for Health Plans: 5 Quality Priorities](https://abacusinsights.com/ncqa-2026-health-plan-quality-takeaways/): By Karen Manning, RN, BSN, MBA, Director, Business Solutions, Abacus Insights
- [Health Plans: Your BI Tells You MLR Moved. Can Your AI Tell You Why?](https://abacusinsights.com/health-plan-mlr-variance-ai/): Each question requires more context than the one before it. The first needs a financial measure and a budget comparison. The second needs the components underneath the variance. The third crosses claims, membership, provider, contract, and care management data. By the fourth, the conversation has moved from financial reporting into operations. Tracing health plan MLR variance means following that path from the financial signal to its operational cause.
- [2026 Health Plan Payment Integrity Trends](https://abacusinsights.com/2026-health-plan-payment-integrity-trends/): By Sue Riddell, Director, Payer Strategy
- [Every year, your team rediscovers the same billing error. And pays for it again.](https://abacusinsights.com/insourcing-claims-editing/): You don't start from a blank page. CoverSelf ships a pre-built library covering the same ground incumbent edit libraries do, with updates that keep pace with guideline changes. From there, your team customizes native content where it fits and authors new concepts where it doesn't, with CoverSelf's built-in AI assistant generating the configuration from a plain-English description of the policy. The learning curve becomes reviewing logic instead of writing it, which changes who on your team can own this. That shift, from licensing edit logic to authoring it, is what insourcing claims editing means in practice.
- [MESC 2026: Why Medicaid Modernization Stalls on Data](https://abacusinsights.com/mesc-2026-takeaways-medicaid-data-modernization/): By Leah Shakleton, Senior Director, Government Solutions
- [Complex Claims Audit Has a Context Problem: Why Data Assembly, Not Judgment, Slows Decisions](https://abacusinsights.com/complex-claims-audit-has-a-context-problem-why-data-assembly-not-judgment-slows-decisions/): By Tracy Delgado, CSPO, RHIA, Sr. Product Manager, Payment Integrity
- [Your AI Pilot Isn’t Failing. Your Payment Integrity Data Is.](https://abacusinsights.com/your-ai-pilot-isnt-failing-your-payment-integrity-data-is/): By Tracy Delgado, CSPO, RHIA, Sr. Product Manager, Payment Integrity
- [Abacus Insights Launches Payment Integrity Suite Built on Trusted Data](https://abacusinsights.com/payment-integrity-suite-launch/): BOSTON, Mass – August 5, 2026 – Abacus Insights today announced the launch of its Payment Integrity Suite, three modular solutions that help health plans modernize payment integri
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