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.
Recent Activity
View all →Key Differentiators
Emerging Innovator
InQuery is an emerging player bringing innovative solutions to the Healthcare market.
Frequently Asked Questions
Estimated Visibility Trend (Beta)
Simulated 8-week rolling score
Based on estimated brand signals. Historical tracking coming soon.
Similar Brands
Browser Use
Browser Use is an open-source project that provides a Python library allowing AI agents and large language models to control web browsers as a tool. The library sits between LLM APIs and browser autom
Oracle Health
Oracle Health is the healthcare technology business unit of Oracle Corporation (NYSE: ORCL) — providing electronic health records (EHR), clinical workflow management, health information exchange, reve
athenahealth
athenahealth is a cloud-based electronic health records (EHR), medical billing, and practice management company founded in 1997 and headquartered in Watertown, Massachusetts. The company was built on
CoverMyMeds
CoverMyMeds is the largest prior authorization platform in the United States, operating a network that connects more than 750,000 providers, 75,000 pharmacies, and virtually all payers to streamline t
Veeva Systems
Veeva Systems Inc. is the leading cloud software provider for the global life sciences industry, headquartered in Pleasanton, California. Founded in 2007 by Peter Gassner (a former Salesforce executiv
Idexx Laboratories
IDEXX Laboratories is the global leader in veterinary diagnostics and information technology for companion animal healthcare, founded in 1983 by David Shaw in Westbrook, Maine, where it remains headqu
Compare InQuery with Competitors
Side-by-side AI visibility scores, platform breakdown, and market position.
Claim This Profile
Are you from InQuery? Claim your profile to see full AI mention excerpts, get weekly visibility change alerts, and optimize how AI systems describe your brand.
Claim InQuery Profile →Track AI Visibility in Real Time
Monitor how ChatGPT, Gemini, Perplexity, and Claude mention InQuery vs competitors. Get alerts when AI recommendations shift.
Start Free Tracking →