Voquill Lab

Voquill Lab builds an agentic operating system for medical lab workflows, from accessioning to pathology sign-out

HealthTech · AI / ML · SaaS Live product
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10/19/2026

The Problem

Medical labs run surgical pathology, cytology, and molecular workflows across many disconnected manual steps: reading requisitions, grossing specimens, embedding blocks, cutting sections, staining slides, and dictating reports. Each step today likely involves paperwork, manual data entry, walking between benches to check slide status, and building custom HL7 interfaces for each new client. This fragmentation means staff spend time on tracking and re-entering information rather than lab work, and onboarding new clients or payers requires bespoke integration effort.

The Solution

Voquill Lab is an agentic operating system that covers the full lab bench, from accessioning through pathology and billing. It uses OCR to read requisitions and match patients, clients, providers, and payers automatically; a voice table lets techs dictate hands-free during grossing using the lab's own terminology; cassette scanning tracks each block through embedding; pathologist requests like levels, recuts, and IHC flow directly into the histotech's queue; a stain status view shows where every slide is without physical checking; Smart Assembly balances cases across pathologists; agentic sign-out lets pathologists dictate reports that auto-fill diagnosis, microscopic, and margins sections; and an agentic interface engine builds HL7 interfaces for each client automatically, including routing reports to EHRs, fax, patient portals, and billing codes.