ConductScience Enterprise

Precision AI for labs, manufacturing plants and farms

Our software turns your camera footage and records into measurements, and our scientists set it up on site with your team.

Workers in cleanroom suits along assembly lines on a factory floor, filmed as the camera moves down the hall. ConductVision boxes and numbers each person it finds.Tracking
Assembly lines in a cleanroom factoryTracks
  • Person29
Manufacturing

ConductVision tracking on every frame of this clip.

Platforms

Products for each team

Choose your team to see what we build for it.

How a pilot runs

Scientists on your site

The scientists who build the software walk your floor, connect your cameras and run the pilot with your team.

  1. Walk the floor

    Room by room, we mark which steps in each SOP a camera can see.

  2. Set acceptance criteria

    Your team sets the acceptance criteria before any results come in.

  3. Test on your footage

    We train the model on video from some days and test it on video from other days.

  4. Run a live trial

    The system runs for five working days alongside your usual checks, and your reviewers assess every flag.

  5. Decide

    Your team reads the report against its acceptance criteria and decides to scale, change or stop.

How we measure accuracy

What the camera flagged against what happened
Real eventNo event
Camera flaggedConfirmedFalse alert
Not flaggedMissedCorrectly not flagged
Sensitivity
The share of real events the camera flagged.
Specificity
The share of actions with no event that the camera did not flag.
Positive predictive value
The share of flags your reviewers confirm.

Your reviewers find missed events by watching a random sample of footage the camera did not flag.

Where it runs

Full recordings stay on your site

In every setup, detection runs on a computer at your site, so full recordings never leave your network.

01

Laptops on site

Each reviewer's laptop runs detection on recorded video, which suits a first test on past footage.

  1. Your cameras
  2. Laptop

02

A server on your network

For a rollout, a GPU server that you own runs detection beside your video system, and laptops receive only the results.

  1. Your cameras
  2. GPU server
  3. Laptops

03

Browser review in our private cloud

During a rollout, the same server can also send results and short event clips to a private Azure environment we run. Your team signs in with Microsoft to review them.

  1. Your cameras
  2. GPU server
  3. Our private cloud
  4. Browser

The on-site server opens every connection itself, so you do not need to open any inbound firewall ports.

Track record

Four NIH prizes. Featured in Nature.

We have received four NIH prizes, two for digital health tools, one for our data-sharing index and one for our tools for reproducible behavioral research. Nature has covered our automated mazes for behavioral research.

Research organizations served
1,200+
Countries we ship to
50+
Papers citing our equipment
360

Security

Ready for your security review

  • Your staff sign in with their Microsoft or Google work accounts.
  • Our hosted products run in United States data centers.
  • We provide written answers to your security questionnaire.

Buying

How buying works

  • Each pilot is a paid engagement, quoted on its own purchase order, with no commitment to a rollout.
  • A rollout is covered by a master agreement, a statement of work and a data processing agreement.
  • We complete your supplier forms and send our W-9 and certificate of insurance.
  • Qualifying institutions pay on Net 30 terms.

About the architecture

How the client portal is built

During a rollout, your team uses a private client portal to track the plan and deliverables and to open signed agreements, invoices and meeting notes.

  • Signing in takes a ConductScience password and a code from an authenticator app. The portal does not offer Microsoft or Google sign-in.
  • On your side, only the people your company names can open your project. We remove anyone you ask us to.
  • No client company can see another client's project.
  • The portal stores no copy of your project and reads it from our records system each time someone opens it.
  • The portal runs no third-party analytics, advertising or tracking scripts.
Open the portal demo

The portal demo shows a fictional client and needs no sign-in.

The client portal demo for a fictional company, Example Biologics, with this week's status, deliverables and open tasks.

Tell us what to measure

An engineer reads every request and replies with a pilot plan.