built AI-native

The agentic OS
for medical labs

Voquill runs your lab's core workflow, from accessioning and case routing to reporting and sign-out, with agentic AI built into every step.

Backed by Y Combinator
One system for the case

Every step of the case, with AI built in.

Legacy lab systems are old, they don't scale with how modern labs work, and they can't plug in today's AI. Voquill is a modern LIS built AI-native, so every stage of the case has an agent working alongside your team.

Accessioning

Agents read the requisition and build the order, so intake stops being data entry.

Workflow

Cases route themselves by subspecialty, workload, and turnaround pressure.

Reporting

Dictate naturally and your AI coworker drafts the report as you go.

Compliance

Every action is audited and access is scoped, so you stay inspection ready.

Accessioning

The requisition reads itself.

Scan the paper req and an agent pulls the patient, the tests, and the specimen details into a structured order. Your team reviews and approves instead of retyping. The original scan is kept forever, with a confidence score on every extracted field.

AI OCR reading a paper requisition into a structured order
Case distribution

Cases route themselves to the right pathologist.

The moment a case is accessioned, an agent assigns it by subspecialty, current workload, and turnaround pressure. No rules engine to babysit, no morning triage. Every worklist is already current when your pathologists log in.

An agent routing incoming cases to the right pathologists
Dictation

Dictate from anywhere. Your AI coworker does the clicking.

Eyes on the slide. Speak naturally and your AI coworker understands the case, drives the screen, and drops each finding into the right field. It knows your templates and your phrasing, so pathologists sign out around 20% faster.

A pathologist dictating while an AI coworker types the report on a laptop
Dictation, up close

Voice to sign-out, in real time.

Medical-grade agentic speech

Speak naturally like you would to a colleague. Voquill drops each finding into the right field of your synoptic report.

Learns your style

Voquill reads your old reports and writes the way you do.

Snippets that snap in

Reusable blocks for the phrases you say every day.

Push-to-talk control

One key turns dictation on and off. Voquill only listens when you want it to, so side conversations never land in the report.

Built on an open core

Every record is an API. Build anything on top.

Mint a scoped token and read or write any entity: cases, orders, results, reports. Wire up your EMR, your billing, your dashboards, or your own agents. We ship the core and keep it solid. You extend it. Every mutation is audited.

An open API core connecting to external systems and custom tools
Why we built it

Built AI-native, from the ground up.

API-first

The data is the product. Every case, order, and result lives behind a documented REST API, and the interface your team uses is just one client on top of it.

Opinionated core, fully yours

We enforce how pathology actually works, then let you customize the rest: test types, specimen recipes, report templates, labels, and rules.

Agents are first-class

OCR, dictation, and case routing aren't bolt-ons. They're built into the core, on a data model designed from day one for agents to act on safely.

Built for compliance

Locked down for privacy.

Built to meet the security standards your lab requires.

HIPAA
Compliant
SOC 2
In progress
CAP
Compliant
© 2026 Voquill, Inc.