Blog
Data-driven notes on federal IDR operations, revenue cycle readiness, and cybersecurity readiness. Numbers first, opinions earned.
Most AI conversations in business are about possibility. The harder one is about evidence. The operator's view, ahead of the Atlanta Business League Super Tuesday panel on October 20.
1,313,995 of 5.7 million federal IDR line items in 2025 were decided by default. Nearly one in four disputes was lost to the calendar, not the merits.
Ten filers out of 12,323 control 62% of all federal IDR volume. What industrial-scale filing looks like, and why craft processes lose to it.
Radiology wins 94.1% of federal IDR disputes. Anesthesiology wins 80.8%. A 13.3-point gap under the same statute, and what it says about evidence.
What balance billing is, what the No Surprises Act banned on January 1, 2022, which services are covered, and where federal IDR fits. The provider-side explainer for revenue cycle teams.
The median contracted rate every IDR arbitrator must weigh, and why 2025 awards landed near four times the QPA. What it means for provider offer strategy.
Seven steps from open negotiation to binding decision, with 2026 deadlines, fees, and batching rules. The provider-side guide for revenue cycle teams.
7M+ disputes, rising costs, and the IDR Gateway launching late 2026. The provider-side read on the October 1 CMS convening.
What the CMS public data actually shows about dispute volume, specialty concentration, and win rates, and what it means for teams filing at scale.
The Readiness Room
SPRS and CMMC readiness for defense contractors, plus notes on IDR operations for revenue cycle teams.
Subscribe FreeData-driven notes on federal IDR operations, revenue cycle readiness, and cybersecurity readiness from the AI Tech Pros team.