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Anomaly

AI-powered payment prediction to reduce denials

Overview

FindAnomaly.com builds AI-powered tools to improve payment accuracy in healthcare. Its main product, Smart Response, monitors payer performance and predicts payment outcomes to reduce denials and uncover new payment trends. The system integrates into existing healthcare workflows and automatically adapts when payer rules change, keeping organizations ahead of payment issues. The company differentiates itself with real-time, adaptive predictions and a leadership team with deep healthcare and insurance experience, enabling it to tailor solutions to payer and provider needs. The goal is to help payers, providers, and patients improve financial performance by increasing revenue and reducing friction in the payment process.

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About Anomaly

Simplify's Rating
Why Anomaly is rated
B-
Rated B on Competitive Edge
Rated B on Growth Potential
Rated C on Differentiation

Industries

Data & AnalyticsAI & Machine LearningFinancial ServicesHealthcare

Company Size

11-50

Company Stage

Early VC

Total Funding

$39M

Headquarters

New York City, New York

Founded

2020

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Simplify's take

What believers are saying

  • May 2026 funding from Sound Ventures brought total capital to $34 million.
  • By June 2026, Manage reached four customers and several more were in pipeline.
  • Early deployment found $110 million annual impact, giving sales teams a concrete proof point.

What critics are saying

  • Epic, R1, and payer analytics vendors can bundle denial tools into existing hospital software.
  • If one major payer changes tactics, Anomaly’s models require rapid retraining and customer trust.
  • A slow reimbursement cycle or weak demonstrated ROI could stall renewals and funding access.

What makes Anomaly unique

  • Anomaly’s Smart Response trained on 3 billion claims, mapping payer logic inside customer workflows.
  • June 2026 Manage added claim-level evidence for managed care negotiations, not just denials.
  • September 2026 Inova collaboration showed cross-team adoption across revenue cycle and managed care.

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Funding

Total Funding

$39M

Above

Industry Average

Funded Over

4 Rounds

Early VC funding comparison data is currently unavailable. We're working to provide this information soon!
Early VC Funding Comparison Coming Soon

Benefits

  • Remote Work Options

Growth & Insights and Company News

6 month growth

-6%

1 year growth

-2%

2 year growth

-4%
Associated Press
Jun 4th, 2026
Anomaly launches AI tool to help healthcare providers fight $110M+ in payer claim denials

Anomaly Insights has launched Manage, an AI-powered solution for healthcare providers to analyse payer behaviour and identify underpayments. The platform examines every claim across all contracted payers, detecting patterns of denials, downcoding, excessive medical record requests and clawbacks that violate contract terms. Manage is Anomaly's fourth solution, joining Detect, Predict and Recover on its platform, which analyses over 3 billion claims. In an early deployment with a major US health system, it identified payer behaviour patterns representing over $110 million in annual financial impact, including one payer denying chemotherapy claims at five times the rate of peers. Founded in 2020, the New York-based company is backed by Sound Ventures, RRE Ventures, Madrona and Redesign Health. The solution aims to address the information asymmetry in provider-payer contract negotiations.

FinancialContent
May 14th, 2026
Contact - The Lethbridge Herald - News and Sports from around Lethbridge

To see contact information for individual departments click the links in the menu above. Lethbridge Herald504 7th Street SouthLethbridge, Alberta, Canada T1J 2H1 ‎ GENERAL INQUIRIES:

HIT Consultant
Apr 5th, 2024
Availity Launches Ai-Powered Claims Denial Prediction Tool

What You Should Know:– Availity, a real-time health information network launches Predictive Editing, a revolutionary feature within its Availity Essentials Pro™ platform.– The AI-powered tool developed in partnership with Anomaly Insights empowers healthcare providers to significantly reduce claim denials, leading to smoother revenue cycle management and improved financial performance.The Problem: Costly Claim DenialsDenied claims are a major pain point for healthcare providers, resulting in lost revenue and wasted administrative time. Identifying and correcting errors before submission can significantly improve claim acceptance rates.Predictive Editing: A Powerful SolutionAvaility’s Predictive Editing tackles this challenge head-on with its intelligent AI engine:Proactive Denial Detection: The AI analyzes vast amounts of claims data, identifying patterns that indicate potential denials before claims are submitted.The AI analyzes vast amounts of claims data, identifying patterns that indicate potential denials before claims are submitted. Impressive Accuracy: A recent study involving over 100 million claims showcased the tool’s effectiveness, flagging over $828 million in potential denials with a remarkable 97% precision.A recent study involving over 100 million claims showcased the tool’s effectiveness, flagging over $828 million in potential denials with a remarkable 97% precision. Machine Learning Expertise: Developed in partnership with Anomaly Insights, a leader in healthcare AI/ML solutions, Predictive Editing continuously learns and adapts to evolving payer rules and claim adjudication patterns.Key Advantages of Predictive EditingAutomates Upfront Edits: Eliminates the need for time-consuming manual review of denied claims.Eliminates the need for time-consuming manual review of denied claims. Handles Complexities: Goes beyond traditional edit engines, addressing intricate payer-specific scenarios.Goes beyond traditional edit engines, addressing intricate payer-specific scenarios. Complementary Integration: Works seamlessly with existing editing tools, enhancing their effectiveness and reducing manual rule maintenance burdens.“Availity’s Predictive Editing tool works in real-time within the workflow and it can review each claim and permutation of the claim as its being created, generating predictions with virtually no latency and returning guidance via API,” said Linda Perryclear, Senior Director of Product Management for Availity Essentials Pro

Business Wire
Apr 2nd, 2024
Availity Launches Groundbreaking Ai Claims Denial Prediction Tool, Powered By Anomaly Insights

JACKSONVILLE, Fla.--(BUSINESS WIRE)--Availity, the nation’s largest real-time health information network, announced the launch of Predictive Editing, the latest feature of the company’s robust end-to-end revenue cycle management platform, Availity Essentials Pro™. Predictive Editing’s engine, powered by artificial intelligence (AI), helps prevent claims denials by analyzing extensive claims data to identify potential denials prior to submission at the front-end of the provider’s submission workflow, allowing for timely corrections and smoother adjudication. In a recent proof-of-concept study of more than 100 million claims from two large health systems, the Predictive Editing tool demonstrated impressive results, flagging more than $828 million denials with 97% precision

HIT Consultant
Oct 26th, 2021
Findanomaly hires Jason Black as Board of Directors

As part of the investment, Jason Black from RRE Ventures will join the Anomaly Board of Directors.

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