JSON twin: https://www.healthaidb.com/software/anomaly.json
Anomaly
https://www.findanomaly.com/smart-response
Anomaly is an AI-powered payer management and revenue cycle platform that analyzes payer behavior to predict denials, optimize claims, and embed payer-specific guidance into existing workflows.
Anomaly (Anomaly Insights) uses a machine-learning engine called Smart Response to reverse-engineer payer payment logic from hundreds of millions of encounters, provide real-time denial prediction, assisted claims correction, payer performance analytics, and data to support contract negotiation and revenue recovery. The product embeds insights into provider workflows and clearinghouse/claims processes to reduce revenue leakage and improve payment accuracy.
unknown
2020
P0115
2025-09-07
proprietary commercial
Contact vendor for pricing; enterprise deployments and commercial contracts (no public pricing or free tier listed).
enterprise_quote
2022
product
1.0
{
"company_name": "Anomaly",
"company_url": "https://www.findanomaly.com",
"company_offices": [
"United States"
],
"company_founding": "2020",
"product_url": "https://www.findanomaly.com/smart-response",
"categories": [
"administrative",
"revenue cycle management",
"payer management",
"financial",
"analytics",
"AI-powered"
],
"market_segment": [
"enterprise",
"smb"
],
"links": [
"https://www.findanomaly.com",
"https://www.findanomaly.com/smart-response",
"https://www.findanomaly.com/technology",
"https://www.findanomaly.com/about-us",
"https://www.findanomaly.com/media",
"https://www.prnewswire.com/news-releases/anomaly-raises-17-million-to-scale-precision-payments-platform-across-healthcare-industry-301408039.html",
"https://techcrunch.com/2021/10/26/anomaly-announces-17m-in-funding-to-tackle-a-300b-healthcare-problem/",
"https://www.fiercehealthcare.com/payer/precision-payments-startup-anomaly-gets-17m-to-reduce-wasteful-spending",
"https://www.linkedin.com/company/findanomaly"
],
"summary": "Anomaly is an AI-powered payer management and revenue cycle platform that analyzes payer behavior to predict denials, optimize claims, and embed payer-specific guidance into existing workflows.",
"description": "Anomaly (Anomaly Insights) uses a machine-learning engine called Smart Response to reverse-engineer payer payment logic from hundreds of millions of encounters, provide real-time denial prediction, assisted claims correction, payer performance analytics, and data to support contract negotiation and revenue recovery. The product embeds insights into provider workflows and clearinghouse/claims processes to reduce revenue leakage and improve payment accuracy.",
"target_users": [
"revenue cycle teams",
"billing/coding specialists",
"finance/admin leaders",
"provider organizations",
"health system executives",
"managed care/contracting teams"
],
"specialties": [
"revenue cycle management",
"medical billing",
"claims denial prediction",
"payer management",
"healthcare finance"
],
"regions_available": [
"United States"
],
"languages_supported": [
"English"
],
"pricing_model": "enterprise_quote",
"pricing_details": "Contact vendor for pricing; enterprise deployments and commercial contracts (no public pricing or free tier listed).",
"license": "proprietary commercial",
"deployment_model": [
"SaaS",
"on_prem",
"hybrid"
],
"os_platforms": [
"Web"
],
"features": [
"Predict (real-time at-risk payment prediction)",
"Detect (continuous denial pattern detection)",
"Recover (prioritize unresolved denials and streamline claims correction)",
"Real-time payer behavior and rule change detection",
"Claims-level analytics and risk scoring",
"Automated insertion of insights into existing workflows",
"Federated AI model for cross-organization learning",
"Continuous model updates and adaptation to payer rules",
"Trained on billions of claims for out-of-box predictions",
"Prioritization of hidden revenue opportunities",
"Network-effect learning from aggregated claims data"
],
"optional_modules": [],
"integrations": [],
"data_standards": [],
"api_available": "unknown",
"system_requirements": "",
"compliance": [
"HIPAA",
"SOC 2"
],
"certifications": [],
"security_features": [
"Federated AI (privacy-preserving model training)",
"Installed within protected environment (on-prem/private deployment option)",
"Secure architecture (vendor-stated)"
],
"privacy_features": [
"Federated learning to preserve data privacy"
],
"data_residency": "",
"customers": [],
"user_reviews": [],
"ratings": [],
"support_channels": [
"contact_form",
"email"
],
"training_options": [
"documentation",
"live_online"
],
"release_year": "2022",
"integration_partners": [],
"id": "P0115",
"slug": "anomaly",
"type": "product",
"version": "1.0",
"last_updated": "2025-09-07",
"links_json": {
"self": "https://www.healthaidb.com/software/anomaly.json"
}
}