GreenStress Test
Likely first-line covered option for Medicare based on the complaint pattern.
No prior auth flag
Cardiology Insurance Intelligence
Meet latent works - AI for Cardiology Test Guidance
We merge clinical guidelines, ever-changing insurance rules, and real workflow needs into one fast AI layer so cardiologists can order the right test with confidence.
What It Does
Solving the 3 disconnected pieces of cardiology test ordering
Doctors know what test their patient needs, but staying current with insurance guidelines, prior-auth criteria, and clinical pathways is nearly impossible.
The Problem
Clinical Guidelines • Insurance Coverage Rules • EMR Workflow
These three areas are usually disconnected, leading to delayed care, frequent denials, and inconsistent treatment pathways.
Our Solution
Latent Works merges all three into one intelligent layer. Enter a minimal clinical snapshot, chief complaint, suspected diagnosis, and insurance plan, and get instant, payer-aware recommendations.
Currently Supporting
Stress TestMCOT / Ambulatory ECGTransthoracic EchoCardiac PETCoronary CTA
Medicare • United Healthcare • Aetna • Cigna • Blue Cross Blue Shield
ROI
Clear ROI. Faster decisions. Less revenue leakage.
Insurance denials on advanced testing are one of the biggest sources of lost revenue and wasted staff time in cardiology.
Typical Impact
- Average denial cost per test: $850 - $2,400
- Most affected tests: MCOT, Cardiac PET, Coronary CTA
- Time saved per case: 8-15 minutes
Realistic Returns
- Preventing just 1-2 denials per month usually covers the cost
- Typical denial reduction in first 60 days: 3-8%
- Annual revenue protection per cardiologist: $18,000 - $45,000+
Success Stories
What cardiology teams are saying after rollout
Teams use latent works to reduce denials, standardize ordering conversations, and move faster without sacrificing payer awareness.
Dr. Sarah Patel
Interventional Cardiologist
“This tool has cut my prior-auth prep time in half. I used to second-guess insurance coverage on MCOT and PET scans. Now I get clear guidance in seconds.”
Dr. Michael Chen
Medical Director
“The Green/Yellow/Red system is intuitive for physicians and staff. It gives us a more consistent framework before orders go out.”
Dr. Emily Rodriguez
Electrophysiologist
“It feels like having a prior-auth expert and a clinical reviewer available at the same time.”
FAQ
Questions teams ask before rollout
The platform is built for fast evaluation, low operational overhead, and a reviewable audit trail for quality improvement.
Does latent works store patient data?
Requests, feedback, and expert-reviewed outcomes can be stored to support auditing, escalation, and prompt-accuracy analysis.
What does the tool evaluate?
It returns coverage-oriented guidance for Stress Test, MCOT, Echo, Cardiac PET, and Coronary CTA.
How is access controlled?
Authenticated users sign in with Cognito and only logged-in users can access the production tool workflow.
Contact Us
Book a Demo
Office
Remote-first team
Email
hello@latentworks.ai
Response
Typically within one business day