Healthcare Technology & AI Insights

BlogsNov 12, 20265 min read

Healthcare Payment Integrity Vendors: What to Ask Before You Choose

Comparing healthcare payment integrity vendors? Use these 15 questions on timing, explainability, false flags, pricing and security before you choose.

834 enrollment files and member data errors in health plan operations

Nov 4, 2026

Blogs

834 Enrollment Files: The Silent Source of Member Data Errors

Learn what an EDI 834 file is, why errors in the 834 enrollment file go unnoticed, and how health plans catch bad member data early.

What Is Primary Source Verification, and Why Does It Take So Long?

Learn how primary source verification works, why it takes so long, and how provider credentialing software shortens it for health plans.

CMS-0057-F: Why Interoperability Goes Beyond Compliance

CMS-0057-F compliance is only the start. See the 2026-2027 deadlines, the four FHIR APIs, and why payer interoperability needs more than APIs.

Agentic AI in Payer Operations: What's Real in 2027

Explore what agentic AI can really do in payer operations in 2027, including practical use cases, operational benefits, adoption challenges, and AI governance.

Why Health Plans Are Moving to a Single Operating System

Learn why health plans need a unified operating system to bring administrative data, workflows, applications, and AI into one environment.

Prior Authorization in Healthcare: What It Is, Why It Matters, and How It Works

Prior authorization decides whether a health plan will cover a procedure, medication or admission before it happens. Here is how the process works end to end — and where AI-powered prior authorization software is changing how fast it moves.

Healthcare Fraud, Waste, and Abuse: Examples, Risks & Prevention

Understand healthcare fraud, waste, and abuse, its financial and operational impact, real-world cases, and how AI is changing FWA prevention.

Payment Integrity in Healthcare: A Guide to Accurate Claims and Smarter Payments

Learn what payment integrity in healthcare is and how AI helps health plans improve claims accuracy and reduce fraud, waste, and abuse.

Medical Claims Decoded: Everything You Need to Know

Discover how medical claims work - from their lifecycle and types to the current challenges in managing them.

Agentic AI & automation

How autonomous workflows are reshaping adjudication, coding, and exception handling.

Payment integrity

Preventing improper payments before money leaves the organization.

Member & provider experience

Branded service, eligibility accuracy, and support that scales with demand.

Operational performance

Benchmarks, SLAs, and the cost of inaction in legacy CAPS environments.

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