The 12 closest competitors and alternatives to Anomaly Insights, Inc. among ai/ml companies — ranked by similarity to what Anomaly Insights, Inc. actually does, not by market-cap band.
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Anomaly Insights provides an AI-powered payer management platform designed for healthcare providers and revenue teams. The company's technology analyzes payment patterns and payer behavior to predict denials, assist with claims correction, and support contract negotiations.
Anomaly Insights, Inc. is an ai/ml company headquartered in United States. Its most recent funding round, Growth Round, raised $17M in May 2026. Xcout tracks 14 named people at Anomaly Insights, Inc., including Mike Desjadon (Chief Executive Officer).
8 more named people on record for Anomaly Insights, Inc., with roles, board committees and tenure — see the full roster →
Every round on record:
| Date | Round | Amount | Investors |
|---|---|---|---|
| Growth Round | $17M | 6 named | |
| SEC Form D filing | $13.1M | — | |
| Series B | $17.1M | 5 named |
Who invested in each round, lead investors, valuations and the co-investor graph — open the full funding history →
Ranked by semantic similarity — how close each company is to Anomaly Insights, Inc. by what it does, using Xcout's live company graph. Click any company for its full profile, or its competitor set.
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Jorie AI combines deep healthcare expertise with artificial intelligence-driven solutions to optimize and automate every step of the healthcare revenue cycle. The company operates multiple offices in Illinois and Texas to serve its growing roster of trusted healthcare clients and partners.
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Translucent AI is a New York-based, AI-native financial operating system and platform for healthcare finance that utilizes AI agents to compile real-time insight reports.
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Luminai provides an AI-powered healthcare automation platform designed for health systems. The company automates complex operational tasks such as referral intake, patient registration, claims management, and pharmacy renewals to streamline administrative workflows.
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Arbiter AI develops an AI-powered care orchestration platform designed to connect patients, providers, and payers in the healthcare sector. The company's system analyzes individual patient medical histories and profiles to optimize healthcare interactions.
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Substrate AI is a European technology company that builds sovereign, AI-native digital infrastructure and provides automated denial solutions for health systems and hospitals.
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OutcomesAI provides a clinical opportunity intelligence platform for healthcare organizations that extracts and structures patient data from electronic health records. The platform evaluates this evidence against physician-defined criteria to identify treatment opportunities and integrate them into clinical workflows.
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Nirvana provides an AI-powered insurance eligibility verification platform designed to streamline and automate medical billing checks.
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Eos AI provides an autonomous operating system for healthcare organizations that unifies and normalizes siloed clinical, operational, and imaging data across systems. The platform builds longitudinal patient histories, powers predictive models for clinical and administrative workflows, and automates tasks to reduce staff workload and recover hospital revenue.
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Penguin Ai is a software development company headquartered in San Francisco and Palo Alto, California. The company provides an operating system for healthcare administration featuring AI workers designed to reduce insurance claim denials and accelerate revenue.
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Abridge provides an AI-powered platform for healthcare systems that automates clinical documentation and conversation analysis. Its software assists clinicians, nurses, and revenue cycle teams by capturing patient interactions in real time to generate draft notes, support billing, and provide clinical decision support.
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Hesper AI provides an AI-powered claims resolution platform for the insurance industry that automates the entire claims lifecycle from first notice of loss to final recovery. Its AI agents handle intake, triage, coverage verification, investigation, estimation, settlement, payment, and subrogation recovery to resolve clean claims directly and provide investigation-grade workups for suspicious claims.
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Notable Systems, Inc. provides healthcare technology solutions focused on AI automation for medical documentation and revenue cycle management. The company delivers intelligent automation and data extraction technology designed to address revenue cycle challenges for DME and HME providers.
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