Company Overview
About InQuery
InQuery is a San Francisco-based AI healthcare platform — backed by Y Combinator (W24) with $3.1 million in total funding from Y Combinator, General Catalyst, Amino Capital, and DRW Venture Capital — providing health insurance companies and managed care organizations with AI agents that autonomously review medical records, analyze clinical documentation, and process prior authorization and claims decisions at a speed and scale that human reviewers cannot match. Founded in 2023, InQuery applies large language models trained on clinical documentation to the insurance review workflows that currently require teams of nurses and physician advisors to manually read through hundreds of pages of medical records per case.
Business Model & Competitive Advantage
InQuery's AI medical record review platform addresses the operational bottleneck at the intersection of clinical complexity and insurance processing scale: a health plan processing 10,000 prior authorization requests monthly needs clinical reviewers to read the supporting documentation (physician notes, lab results, imaging reports, surgical history), apply clinical criteria (InterQual or MCG guidelines), and make coverage determinations — a process that takes 30-90 minutes per case for human reviewers and creates authorization backlogs that delay patient care. InQuery's AI agents (reading full medical record PDFs, extracting clinically relevant information, mapping it to coverage criteria, and generating structured review outputs) process cases in minutes rather than hours — enabling health plans to handle authorization volume growth without proportional staffing increases while maintaining the clinical accuracy documentation that regulatory compliance requires.
Competitive Landscape 2025–2026
In 2025, InQuery competes in the AI prior authorization, clinical decision support, and healthcare administrative automation market with Cohere Health (prior auth automation, $60M raised), Olive AI (healthcare automation, $859M raised, restructured), and Availity (revenue cycle automation, private equity-backed) for health insurance clinical review and prior authorization processing automation adoption. General Catalyst's participation (active healthcare investor with portfolio including Oscar Health and Commure) and DRW Venture Capital's backing reflect conviction in AI-driven healthcare administrative automation. Y Combinator W24 connects InQuery with the healthcare AI and enterprise SaaS investment community. The 2025 strategy focuses on expanding to Medicare Advantage plan operators facing CMS prior authorization compliance requirements, building the automated appeals response system for denied claims, and growing the Medicaid managed care organization segment facing high-volume low-complexity authorization decisions.
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Emerging Innovator
InQuery is an emerging player bringing innovative solutions to the Healthcare market.
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