Anomaly

JSON twin: https://www.healthaidb.com/software/anomaly.json

Company Name

Anomaly Insights

Product URL

https://www.findanomaly.com/smart-response

Company URL

https://www.findanomaly.com

Categories

• administrative Operations
• revenue Cycle
• payer Solutions
• financial Management
• health Data Analytics
• ai Clinical Documentation Integrity
• Administrative
• Revenue Cycle Management
• Payer Management
• Financial
• Analytics
• Ai Powered

Summary

Anomaly is an AI-powered platform that streamlines healthcare payments by predicting and preventing denials, optimizing billing processes, and integrating seamlessly into existing workflows.

Description

Anomaly leverages artificial intelligence to analyze payer behavior, providing real-time insights that help healthcare providers and payers reduce payment errors and administrative costs. Its Smart Response engine decodes complex payer logic, enabling proactive claims correction and revenue recovery. The platform integrates with existing revenue cycle workflows, offering features like real-time denial prediction, continuous denial pattern detection, and automated insertion of insights into existing systems. Anomaly is HIPAA and SOC 2 compliant, ensuring high data protection standards. Founded in 2020 and headquartered in New York, Anomaly has received $17 million in funding as of October 2021.

Api Available

unknown

Certifications

• FDA 510(k)
• CE/MDR
• ONC
• ISO 27001

Company Founding

2020

Company Offices

• United States

Compliance

• HIPAA
• SOC 2

Customers

Data Residency

US/EU regions

Data Standards

• FHIR
• HL7 v2
• DICOM
• SNOMED
• ICD-10

Deployment Model

• SaaS
• on_prem
• hybrid

Features

• Real-time at-risk payment prediction
• Continuous denial pattern detection
• Prioritization of unresolved denials
• 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

Id

SW0889

Integration Partners

Integrations

• EHR systems
• billing systems
• practice management systems

Languages Supported

• English

Last Updated

2025-10-11

License

proprietary commercial

Market Segment

• enterprise
• smb

Optional Modules

• Smart Response Engine

Os Platforms

• Web

Pricing Details

Contact vendor for pricing; enterprise deployments and commercial contracts (no public pricing or free tier listed).

Pricing Model

enterprise_quote

Privacy Features

• Federated learning to preserve data privacy

Product Code

SW0889

Product Name

Anomaly

Ratings

Regions Available

• United States

Related Urls

• https://www.f6s.com/company/anomaly
• https://rre.com/portfolio/anomaly-insights
• https://www.cyberdb.co/ai-vendor/anomaly/
• https://www.healthaidb.com/software/anomaly/
• https://www.apollo.io/companies/Anomaly/5fc54108ae288c00d6486806
• https://elion.health/products/anomaly

Release Year

Security Features

• Federated AI
• Installed within protected environment
• Secure architecture

Specialties

• Revenue Cycle Management
• Medical Billing
• Claims Denial Prediction
• Payer Management
• Healthcare Finance

Support Channels

System Requirements

Target Users

• revenue cycle teams
• billing/coding specialists
• finance/admin leaders
• provider organizations
• health system executives
• managed care/contracting teams

Training Options

Type

product

User Reviews

Version

1.0

Alternatives

See related products

Canonical JSON

{
  "product_name": "Anomaly",
  "company_name": "Anomaly Insights",
  "product_url": "https://www.findanomaly.com/smart-response",
  "company_url": "https://www.findanomaly.com",
  "related_urls": [
    "https://www.f6s.com/company/anomaly",
    "https://rre.com/portfolio/anomaly-insights",
    "https://www.cyberdb.co/ai-vendor/anomaly/",
    "https://www.healthaidb.com/software/anomaly/",
    "https://www.apollo.io/companies/Anomaly/5fc54108ae288c00d6486806",
    "https://elion.health/products/anomaly"
  ],
  "product_code": "SW0889",
  "summary": "Anomaly is an AI-powered platform that streamlines healthcare payments by predicting and preventing denials, optimizing billing processes, and integrating seamlessly into existing workflows.",
  "description": "Anomaly leverages artificial intelligence to analyze payer behavior, providing real-time insights that help healthcare providers and payers reduce payment errors and administrative costs. Its Smart Response engine decodes complex payer logic, enabling proactive claims correction and revenue recovery. The platform integrates with existing revenue cycle workflows, offering features like real-time denial prediction, continuous denial pattern detection, and automated insertion of insights into existing systems. Anomaly is HIPAA and SOC 2 compliant, ensuring high data protection standards. Founded in 2020 and headquartered in New York, Anomaly has received $17 million in funding as of October 2021.",
  "categories": [
    "administrative Operations",
    "revenue Cycle",
    "payer Solutions",
    "financial Management",
    "health Data Analytics",
    "ai Clinical Documentation Integrity",
    "Administrative",
    "Revenue Cycle Management",
    "Payer Management",
    "Financial",
    "Analytics",
    "Ai Powered"
  ],
  "market_segment": [
    "enterprise",
    "smb"
  ],
  "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",
  "company_offices": [
    "United States"
  ],
  "company_founding": "2020",
  "deployment_model": [
    "SaaS",
    "on_prem",
    "hybrid"
  ],
  "os_platforms": [
    "Web"
  ],
  "features": [
    "Real-time at-risk payment prediction",
    "Continuous denial pattern detection",
    "Prioritization of unresolved denials",
    "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": [
    "Smart Response Engine"
  ],
  "integrations": [
    "EHR systems",
    "billing systems",
    "practice management systems"
  ],
  "data_standards": [
    "FHIR",
    "HL7 v2",
    "DICOM",
    "SNOMED",
    "ICD-10"
  ],
  "api_available": "unknown",
  "system_requirements": "",
  "compliance": [
    "HIPAA",
    "SOC 2"
  ],
  "certifications": [
    "FDA 510(k)",
    "CE/MDR",
    "ONC",
    "ISO 27001"
  ],
  "security_features": [
    "Federated AI",
    "Installed within protected environment",
    "Secure architecture"
  ],
  "privacy_features": [
    "Federated learning to preserve data privacy"
  ],
  "data_residency": "US/EU regions",
  "customers": [],
  "user_reviews": [],
  "ratings": [],
  "support_channels": [],
  "training_options": [],
  "release_year": "",
  "integration_partners": [],
  "id": "SW0889",
  "slug": "anomaly",
  "type": "product",
  "version": "1.0",
  "last_updated": "2025-10-11",
  "links_json": {
    "self": "https://www.healthaidb.com/software/anomaly.json"
  }
}