ExHist Labs — the autonomous pathology laboratory

How do we solve this healthcare crisis?

Automating the Work Between the Machines

EXHIST / LAB DEMONSTRATIONSLIDE SORTING · SCANNER LOADING

Pathology laboratories face a growing workforce shortage, yet skilled technicians still spend hours manually sorting tissue samples, organizing microscope slides, and loading and unloading laboratory equipment.

ExHist Labs is building AI-powered robotic systems to automate the entire pathology laboratory.

In the demo, a robot arm picks up microscope slides, sorts them into a tray, and loads them into a slide scanner, shown from the side, from overhead, and from a camera on the gripper. Slide sorting and scanner loading are the first workflows we’re developing and validating with our design partner, SeqMatic.

The volume is real: Ohio State’s Wexner Medical Center digitizes over 2,400 slides a day, and Odense University Hospital processes and scans 1,600 slides a day. Large labs also organize thousands of slide folders every day, each one sorted and handled by hand.

01 — THE GAP

The machines are smart. The space between them isn’t.

Today’s labs already have sophisticated machines for processing, embedding, cutting, staining, and scanning tissue. But these machines operate independently, leaving people to manually move samples between them.

  1. 01Processing
    MANUAL HANDOFF
  2. 02Embedding
    MANUAL HANDOFF
  3. 03Cutting
    MANUAL HANDOFF
  4. 04Staining
    MANUAL HANDOFF
  5. 05Scanning

From scanner to oven to stainer.

This simulation models SeqMatic’s laboratory: a Hamamatsu NanoZoomer S60 scanner, Leica ST5020 autostainer, Leica CV5030 coverslipper, and ovens.

Nori A3 closes the scanner door, then travels to the oven. It opens the oven, retrieves a slide rack with ExHist’s custom gripper, and closes the door.

The robot carries the rack to the autostainer, opens the loading drawer, loads the rack, and rolls away—connecting existing instruments without a manual handoff.

EXHIST / WORKFLOW SIMULATIONNORI A3

02 — THE SYSTEM

Two kinds of robots. One connected lab.

SPECIALIZED ROBOTIC ARMS

Sort, verify, prepare.

Our robotic arms sort tissue blocks and slides into sleeves, racks, trays, folders, and slide boxes for storing, staining, or transport, verifying each sample's identity along the way.

  • Sleeves, racks, trays, folders & slide boxes
  • Positioned for storing, staining, or transport
  • Sample identity verification
  • Ready for the next step

DUAL-ARM MOBILE ROBOTS

Move, load, unload.

Our dual-arm mobile robots carry samples from station to station across the lab, then load and unload the instruments already in place, so nothing waits on a person to move it.

  • Transport across the whole lab
  • Load and unload instruments
  • Works with existing equipment
  • Including older instrument models

03 — HOW THEY WORK

Learned where it adapts. Engineered where it must be exact.

We combine programmed movements for precision, learning from human demonstrations, and cameras that help robots find and handle samples. Artificial intelligence helps them adapt to different tasks and coordinates the work between machines.

Our systems are designed to work with instruments laboratories already own, including older models.

04 — WHERE WE START

Starting with slide sorting and scanner loading.

We’re working alongside SeqMatic, a CLIA/CAP-accredited laboratory and our first design partner, to develop and validate these workflows.

FIRST DESIGN PARTNER

CLIA/CAP-accredited laboratory

05 — THE GOAL

One lab, every machine connected.

  1. 01

    Connect every machine

    Link each instrument in the lab into one continuous workflow.

  2. 02

    Eliminate manual handoffs

    Remove the repetitive carrying, loading, and unloading between steps.

  3. 03

    Reduce errors and exposure

    Fewer touchpoints and less time spent in hazardous environments.

  4. 04

    Free skilled technicians

    More time for specialized work and quality oversight.

PROGRAM MEMBER

ExHist Labs has joined the NVIDIA Inception program for startups.

Help Shape the Autonomous Pathology Lab.

Invest, collaborate, or become an early laboratory partner.