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.
Open Positions
Reddit Discussions
Key Differentiators
Emerging Innovator
InQuery is an emerging player bringing innovative solutions to the Healthcare market.
Frequently Asked Questions
Not So Random Others
Hermes Robotics
Hermes Robotics is an autonomous mobile robot (AMR) and warehouse automation company developing robots and software for logistics and fulfillment operations in warehouses, distribution centers, and ma
Duckie
Duckie is a San Francisco-based AI customer support platform — backed by Y Combinator (W24) with $500,000 in funding from Y Combinator, Andreessen Horowitz, Greylock, KungHo Fund, Netflix, and 5 addit
Bucket Robotics
Bucket Robotics is an autonomous mobile robot (AMR) company that designs modular, rapidly deployable robots for warehouse automation and industrial material handling. Unlike traditional warehouse auto
Campfire
Campfire is a United States-based AI-native enterprise resource planning (ERP) company — backed by Y Combinator (S23) with $38.5 million raised including a $35 million Series A led by Accel in June 20
Oda Studio
Oda Studio is a United States-based AI-powered interior design platform — backed by Y Combinator (W20) — providing homebuyers, renters, and design enthusiasts with AI tools to discover their personal
Brisk
Brisk is a functional beverage brand offering ready-to-drink iced tea and juice drinks, jointly owned by PepsiCo and Unilever under the Lipton brand partnership. Launched in the 1990s, Brisk positione
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 →