InQuery

Medical-Legal AI Softwareinquery.ai

InQuery is an AI-native medical record review platform that transforms unstructured medical records into structured, source-linked case intelligence for insurance claims teams, IME physicians, personal injury attorneys, record retrieval teams, and cost containment analysts. The company operates HIPAA-compliant infrastructure with SOC 2 Type I attestation.

Company typePrivate
Founded2023
HeadquartersNew York, United States
Headcount1–10
GTM typeB2B
OfferingSoftware

What InQuery does

InQuery is an AI-native medical record review platform purpose-built for legal and insurance professionals handling personal injury, workers' compensation, and insurance claims. The company transforms unstructured medical records into structured, source-linked case intelligence, where every extracted fact traces to a specific document page in the original record. Core capabilities include automated OCR correction, deduplication, chronological organization, structured fact extraction (diagnoses, providers, medications, procedures), billing consolidation, and gap/inconsistency detection, all supported by a human QA layer. The platform operates on HIPAA-compliant infrastructure with SOC 2 Type I attestation, AES-256 encryption, zero-retention architecture, and signed BAAs as standard.

InQuery serves five primary vertical segments: insurance claims teams (prior injury detection, file pre-work), IME physicians and peer reviewers, personal injury and workers' compensation attorneys (defensible damages narratives, discovery support), record retrieval teams (automated indexing, completeness verification), and cost containment analysts (billing reconciliation, overcharge flagging). The company distributes through a consultative enterprise sales motion with a complimentary sample-case demo before commitment.

The business operates as a private, venture-backed company incorporated in New York as InQuery, Inc. Revenue derives from annual SaaS subscriptions priced via quote-based enterprise contracts (no public pricing). The company has processed over 1 million pages cumulatively and is backed by Y Combinator, General Catalyst, Amino Health, and DRW Venture Capital. The founding team of four—two Stanford CS graduates, one MIT CS graduate, and one Harvard CS graduate—brings elite technical credentials including IMO and IOI bronze medals and an Intel ISEF Grand Award.

InQuery firmographics

Firmographics

Name: InQuery
Legal name: InQuery, Inc.
Website: https://inquery.ai
Company type: Private
Founded year: 2023
Operating status: Operating
Headcount range: 1–10 employees
Short description: InQuery is an AI-native medical record review platform that transforms unstructured medical records into structured, source-linked case intelligence for insurance claims teams, IME physicians, personal injury attorneys, record retrieval teams, and cost containment analysts. The company operates HIPAA-compliant infrastructure with SOC 2 Type I attestation.
Ownership category
akta.pro rank

InQuery industry classification

Industry

Product category: Medical-Legal AI Software
NAICS: Claims Adjusting (524291), Document Preparation Services (56141)
SIC: Accident & Health Insurance (6321), Services-Legal Services (8111)
akta.pro primary industry: Claims Data Capture, Indexing & Document Management (BPAAAFAB)
akta.pro secondary industries: Payment Integrity, Audit, Appeals & Grievance Support (BPAAAFAJ), eDiscovery, Document Coding & Litigation Support Data Processing (BPAAAKAH), Claims Administration & Payment Integrity (Medical/Dental/Vision) (HLAEALAD)

Keywords

Medical record review
AI claims processing
Medical-legal software
Claims intelligence platform
Document analysis AI

Where InQuery is headquartered

Location

Headquarters

HQ city: New York
HQ country: United States
HQ region: North America

Offices1 record

Markets served

InQuery business model

Business model

GTM type: B2B
Offering type: Software
Cost components: Personnel, Technology or R&D, Infrastructure, Marketing or Sales, Operations

Revenue model

SaaS Platform Subscription: AI medical record review platform delivered as a subscription service. Process involves uploading records, automated structuring with human quality checks, and review/export of deliverables. Pricing appears quote-based with no public pricing listed.

Pricing tiers

Model	Billing	Price
Subscription	Annual	Enterprise subscription with demo-based sales process

Go-to-market motion2 records

Distribution channels1 record

Marketing channels4 records

InQuery product offering

Product offering

Core offering

InQuery is an AI-powered medical record review platform that transforms unstructured medical records into structured, source-linked case intelligence for legal and insurance professionals. The platform ingests PDF medical records and document images, applies OCR correction and deduplication, then extracts clinical facts, builds chronologies, generates executive summaries, reconciles billing, and flags gaps and inconsistencies. Every output links to the specific document page in the original record to support defensible work product for claims teams, attorneys, IME physicians, and cost containment analysts.

Product overview

InQuery is a unified AI-powered platform for medical-legal record review, designed specifically for legal and insurance professionals handling personal injury, workers' compensation, and insurance claims. The core InQuery platform provides end-to-end document processing capabilities including automated record indexing and organization, AI-generated case summaries and medical chronologies, structured fact extraction across diagnoses/procedures/medications, billing analysis and charge reconciliation, and gap/duplicate/inconsistency detection. Every output is source-linked to the original document page for defensibility. The platform is offered as a single integrated product with a human QA layer available as a standard workflow component.

Differentiator

Problem solved

Functional benefit

Products and services

InQuery Medical-Legal Review Platform

Quantifiable outcome

Cut initial file review time from days to hours
+3 more outcomes

Companies that use InQuery

Customer profile

Named customers5 records

Segments5 records

Ideal customer profiles4 records

InQuery technology and API

Technology

Technology focussed Yes

API detail

Has API: No
API docs
API detail

Core technology

AI maturity

App detail

AI capability7 records

Feature8 records

InQuery partnerships and signals

Strategic signal

Partnerships

Four partnerships are on record, tiered core.

AWScoreTechnology or IntegrationCloud infrastructure provider for all services. Data stored and processed in United States.
StripecoreTechnology or IntegrationPayment services provider for payment processing and subscription management.
OpenAIcoreTechnology or IntegrationAI model inference and processing for platform capabilities.
AnthropiccoreTechnology or IntegrationAI model inference and processing for platform capabilities.

Scale indicators2 records

Recent moves6 records

Expansion highlights5 records

InQuery competitors and assessment

Company assessment

Market position

Weaknesses2 records

Competitive moat5 records

Key risks5 records

Key highlights6 records

Customer concentration

InQuery compliance and trust

Trust signal

Compliance2 records

InQuery financial estimates

Financial estimate

Revenue estimate

Valuation estimate

InQuery leadership team

Management profile

Number of profiles

Profiles4 records

InQuery funding detail

Funding detail

Funding overview

Funding rounds1 record

Investors2 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

InQuery M&A and investment

M&A and investment

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about InQuery

What does InQuery do?

Is InQuery a public or private company?

InQuery is a private company. It is classified as venture growth investor backed and is currently operating.

When was InQuery founded?

InQuery was founded in 2023. It employs 1 to 10 people.

Where is InQuery based?

InQuery is headquartered in New York, United States, in the North America region.

How does InQuery make money?

One revenue line is on record: saaS Platform Subscription.

Does InQuery have an API?

No public API is recorded for InQuery.

What industry is InQuery in?

InQuery's product category is Medical-Legal AI Software. Its primary akta.pro industry code is BPAAAFAB, Claims Data Capture, Indexing & Document Management, with a secondary code of BPAAAFAJ, Payment Integrity, Audit, Appeals & Grievance Support. Its NAICS code is 524291 and its SIC code is 6321.