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Anomaly

Health Tech & Medtech · New York City, United States · Founded 2020

A precision payments platform that uses artificial intelligence and novel data sources to streamline healthcare billing and improve payment accuracy MoreLess

FindAnomaly.com is a startup that operates in the healthcare financial sector, leveraging artificial intelligence (AI) to improve payment accuracy and reduce friction for payers, providers, and patients. The company's primary offering is an AI engine called Smart Response, which is designed to detect changes in payer performance. This technology can predict and prevent payment denials and identify emerging payment trends, thereby helping healthcare organizations drive more revenue.

Smart Response integrates real-time payment predictions into existing workflows of healthcare organizations. It is designed to adapt to the payment environment and automatically adjusts when payers change the rules. This ensures that healthcare organizations are always ahead of the game, reducing the risk of payment denials and improving overall financial performance.

FindAnomaly.com's business model revolves around providing this AI-powered service to healthcare organizations. The company generates revenue by charging these organizations for the use of the Smart Response engine. The exact pricing model is not specified, but it is likely based on a subscription or usage-based model.

The company's leadership includes former executives from UnitedHealthcare Commercial and Anthem, indicating a strong background in the healthcare and insurance sectors. This suggests that FindAnomaly.com is well-positioned to understand the challenges and opportunities in these markets and to deliver effective solutions.

Keywords: Healthcare, Financial Services, Artificial Intelligence, Payment Predictions, Payer Performance, Revenue Generation, Workflow Integration, Payment Accuracy, Rule Adaptation, Subscription Model.

Company overview

Anomaly company information

The essential company record, classifications and operating signals in one place.

Status
Operational
Founded
2020
Headquarters
New York City, United States
Employees
36
Open positions
None listed
Dealroom signal
91.0
client focusb2btechnologyArtificial IntelligencetechnologyDeep Techsub industryHealth Platformsub industryPaymentsbusiness modelSaaSindustryHealthindustryFintechsectorCore AIsectorHard TechsectorAI ApplicationssectorDT and LSsectorscience-based

Valuation & funding

Anomaly funding history

Company financing events and reported valuations.

Deal typeDateAmountValuationInvestorsSource
EARLY VCEquity / VC May 2026 $17M $68M Sound Ventures · RRE Ventures · Redesign Health · Link Ventures
SERIES AEquity / VC Oct 2021 $12M $48M Declaration Partners · Redesign Health · RRE Ventures · Link Ventures
SEEDEquity / VC Jan 2021 $5M $20M Undisclosed
SEEDEquity / VC Jan 2020 $5M $20M Madrona Venture Group · Redesign Health · Declaration Partners
Showing 4 recorded eventsUnlock the complete deal history →

Financials

Revenue and workforce over time

Available revenue and workforce history. Fields without reported data are omitted.

YearRevenueGrowthEmployees
2026 $975K 0% 39
2025 $975K 0% 32
2024 $975K 0% 16
2023 $975K 0% 14
2022 $975K +116.7% 12
2021 $450K 9
Company filings, research estimates and Dealroom dataOpen the full financial model →

Growth signals

Anomaly website traffic

Latest recorded traffic for Anomaly is 4.6K monthly website visits, up 35.3% over the last three months. Anomaly's team grew 12.5% over the past year.

Latest monthly visits4.6K 3-month web change+35.3% 1-year team growth+12.5%
Monthly website visits65 observations · Dec 2020–Jul 2026
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Comparisons

Anomaly compared with similar companies

Dealroom’s weighted taxonomy model identifies the closest operating peers. Company identity and context stay open; selected comparison metrics preview what is available in the platform.

Showing 8 of the closest matchesCompare every metric →

Talent graph

Anomaly's talent

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Team profiled 9 named & role-tagged
Founders Hidden — book a demo/100 quality score
Key operators 4 quality Hidden — book a demo/100
Potential founders Hidden — book a demo likely future founders
Startup mafia Hidden — book a demo alumni-founded startups
Talent movements Hidden — book a demo in · Hidden — book a demo out past 12 months

Source: Dealroom Talent Intelligence.

Investors

7 investors on Anomaly's cap table

Sourced from Dealroom's funding and investor records. Investor profile links are shown where available.

Seed 3 investors entered at this stage
Madrona Venture Group
Redesign Health
Declaration Partners
Series A 4 investors entered at this stage

Global footprint

Where Anomaly has talent and traffic

Workforce by country
1 countries with
team presence
🇺🇸 United States100%
1 country shown

In the news

Latest news about Anomaly

Recent press, funding announcements, and product moves mentioning Anomaly — open to read from the original sources.

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Market sentiment

What the market is saying about Anomaly

An AI-synthesized read of the highest-engagement posts about Anomaly on X over the past 7 days. We rank by likes & retweets, ignore corporate channels, and surface the themes that broke out from real people.

Reading the room on X — pulling top posts and synthesizing themes…

Source: X recent search ranked by engagement (likes + retweets) · Synthesis by Claude · Cached for 1 hour

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