Prior auth. Documentation. Revenue cycle.

Practical insights for specialty clinics and health systems navigating clinical documentation and prior authorization.

Benchmark testing of AI clinical note accuracy
Technology
How Accurate Are AI-Generated Clinical Notes? What We Measured and How We Think About It

Note accuracy isn't a single number — it's completeness, ICD-10 coding precision, and SOAP structure.

Apr 16, 2026 · 8 min read
ROI calculation visualization for prior authorization automation
Revenue Cycle
Calculating the ROI of PA Automation for a 10-Provider Specialty Group

Walking through the math: staff hours freed, first-pass approval rate improvement, denial reduction, and reimbursement delay cost.

Mar 28, 2026 · 7 min read
Prior authorization reform regulation changes in 2025
Policy & Regulation
Prior Auth Reform in 2025: CMS Rules, Payer Changes, and What They Mean for Your Practice

CMS finalized new electronic PA rules for Medicare Advantage and commercial payers. A practical summary of what's changing.

Mar 7, 2026 · 9 min read
Comparison of ambient scribing versus manual clinical documentation
Clinical Documentation
Ambient Scribe vs. Manual Documentation: A Side-by-Side for Busy Clinicians

What changes when you switch from manual charting to ambient scribing? Time per note, documentation completeness, physician satisfaction.

Feb 18, 2026 · 6 min read
Prior authorization workflow in a specialty clinic
Workflow
A Day in the PA Queue: How Authorization Requests Actually Move Through a Specialty Practice

We mapped a typical prior auth request through a 6-physician orthopedic practice. The bottlenecks are predictable. The fixes are too.

Jan 31, 2026 · 7 min read
HIPAA security controls for clinical AI systems
Security & Compliance
HIPAA and Clinical AI: What 'Built With HIPAA Controls' Actually Means

Vendors say 'HIPAA-aware' or 'HIPAA-designed.' What does that translate to in practice?

Jan 15, 2026 · 8 min read
Revenue cycle automation in healthcare practices
Revenue Cycle
Revenue Cycle Automation in 2025: Where Clinics Are Actually Saving Time

RCM automation covers billing, eligibility, and PA. Most practices have tackled billing first. Here's why PA automation is the highest-ROI move left.

Dec 29, 2025 · 6 min read
EHR integration with ambient AI in clinical settings
Technology
The EHR Integration Question: How Should Ambient AI Connect to Your System?

FHIR R4, HL7 v2, direct API — three integration paths for ambient AI in clinical settings.

Dec 8, 2025 · 9 min read
Prior authorization denial rates in specialty medicine
Revenue Cycle
Why Specialty Clinics See 25-30% PA Denial Rates on First Submission

The root cause isn't clinical — it's documentation: missing evidence, wrong format, incomplete attachments.

Nov 20, 2025 · 8 min read
The documentation burden on physicians — abstract concept
Clinical Documentation
Physicians Spend 15 Hours a Week on Documentation. That's a Staffing Problem.

AMA surveys put documentation time at 15+ hours weekly per physician. This isn't a charting style problem — it's a workflow design problem.

Nov 2, 2025 · 6 min read
AI cutting prior authorization turnaround time from days to hours
Prior Authorization
How AI Is Cutting Prior Authorization Turnaround From Days to Hours

A look at why prior auth takes 4+ days at most specialty practices, and how ambient AI is changing that number.

Oct 14, 2025 · 7 min read