platoseed
Intelligent Medical Record Reviews
InQuery is a fully-automated medical record review platform that indexes, labels, and summarizes patient medical records so that physicians and attorneys can understand patient journeys at a glance. Our proprietary technology reasons about each record to surface key insights that could make or break your medical legal case.
InQuery offers an AI-powered medical record review platform tailored for insurance, legal, and clinical teams. It converts large volumes of medical records into structured, decision-ready insights to improve efficiency, risk management, and case strategy. The platform emphasizes HIPAA compliance and fast, source-linked chronology and evidence extraction.
InQuery structures thousands of pages of medical records into organized, decision-ready insights by automatically indexing, summarizing, and building source-linked chronologies. It surfaces key facts such as prior injuries, contradictions, and missing records, organizing records by provider, facility, and date, and links diagnoses, treatments, and timeline events directly to their source pages to support defensible case decisions and faster pre-work.
Who itβs for: Insurance carriers, third-party administrators (TPAs), law firms handling medical-legal cases, and Medicare/settlement compliance teams.
Marketing emphasis on enterprise deployment and case prep for legal/insurance teams; user testimonials from professionals; mentions of large-page processing and built-for-high-stakes review imply traction with professional clients
CEO @ InQuery. Previously @ Stanford CS & DoorDash Data Infra.
Cofounder and CTO @InQuery. Background: Quant Trader at DRW and Citadel, Stanford CS grad, former Math Olympiad medalist
InQuery eliminates tedious back office claims admin work like data capture, document management, and claims research so that adjusters can focus on providing world-class service to claimants.
InQuery builds AI agents for the insurance industry, starting with claims handling to automate repetitive tasks in the claims workflow for carriers, state funds, self-insured employers, and TPAs, enabling staff to focus on settlement strategies and negotiations and aiming to reduce litigation and improve loss ratios. It announces the product concept, target customers, and early goal of faster claim closures and lower litigation.
From the original launch (Feb 2024) β may be outdated.

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AI medical summaries in minutes