01
Staged rollouts
Push a model version to a group, a line, a site or the whole estate. Every deployment is reversible from the same screen.
VRTLST Command
Every camera, every site, one screen
Command is the control plane. Once you are past the first line, the hard part is not the model — it is knowing which model version is on which camera at which site, and who changed it. Command is where that lives.
PLANT 1
PLANT 2
PLANT 3
DEPOT
LINE A
LINE B
DOCK 3
GATE A
PLANT 3 Inspect model drift · retrain suggested review
What it does
The dashboard that unifies it all
02
Drift detection
Command benchmarks each deployment against its own history and flags the ones sliding, before anyone on the floor notices.
03
Access and audit
SSO, role-based permissions, and a complete record of who deployed what, where, and when.
How it works
From a camera to a decision
The control plane for your whole visual estate — deployments, model versions, alerts, access and audit.
- Roll a model to 200 cameras, or roll it back
- Cross-site benchmarking and drift detection
- SSO, role-based access and a full audit trail
- Connect the sites
- Each plant, depot and air-gapped location reports into one estate view.
- Group the cameras
- Organise by line, cell or function so a rollout targets exactly the right set.
- Roll out the model
- Stage it, watch the health checks, promote it — or roll it back in one action.
- Audit everything
- Export the full change history for the quality system or the auditor.
212 cameras under management
4 sites in one estate view
1-click rollback on any deployment
SSO with role-based access
Specifications
The technical detail
What your integrator will ask for on the first call.
- Scale
- 212 cameras across 4 sites, typical estate
- Rollouts
- staged by group, line, site or estate
- Rollback
- one action, any deployment
- Drift
- per-deployment benchmarking against own history
- Identity
- SAML · OIDC · SCIM provisioning
- Audit
- full change history, exportable
Getting started
How a Command deployment goes
The same shape every time, whichever product you start with.
- Week 0
One hour of footage
Send us recorded video from a single line. We come back with what the model found in it — before anyone signs anything.
- Week 1–2
One line, one model
We stand up a pilot on the line that hurts most, using the cameras already mounted. Operators start correcting it on day one.
- Week 3–4
Wired into the line
The verdict moves from a dashboard to the PLC, the MES or the alerting channel your shift leads actually watch.
- Month 2
Second line, second site
The model and its thresholds travel. Command stages the rollout so a bad version never reaches more than one line.
- Ongoing
It gets better
Corrections accumulate, drift gets flagged, and new defect classes are a fine-tune rather than a project.
Do we need Command to run one line?
No, a single pilot line runs fine without it. Command earns its place at the second site, when knowing which version is where stops being something one person can hold in their head.
How does it reach an on-prem or air-gapped site?
Over a link you control for on-prem. Air-gapped sites are managed through signed model bundles that move on media, with the audit trail reconciled when they are applied.
What does drift detection actually measure?
Each deployment is benchmarked against its own history rather than a global baseline, so Command flags the line whose confidence distribution has moved, not the line that was always hardest.
Can we restrict who deploys to production?
Yes. Roles go down to the individual site, and deployment rights are separate from viewing rights.
Keep exploring
The rest of the stack
Vision
One model that understands every camera you own
Detection, segmentation, tracking and classification from a single deployment — no per-camera retraining.
Explore Vision Inspect
Catch the defect before it leaves the line
Sub-millimetre surface inspection at line speed, with a decision the PLC can act on.
Explore Inspect Guard
Every zone watched. Every rule enforced.
Draw a boundary once. Guard enforces it on every shift, on every camera, without a human staring at a wall of screens.
Explore Guard