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Vision Language Action Systems for the Physical World.

Describe what matters in your operation. OpenVector connects camera observations to inspectable workflows and actions in the software your team uses.

A pixel globe. The animation follows a camera and OpenVector mark into a pallet inside a warehouse, highlighting its position in the pedestrian route.

Real-time video
intelligence.

We’ve built the world’s fastest and lowest bandwidth VLM engine.

Vision

At the
speed of life.

Define the task in your team’s words, then inspect and edit its conditions and workflow.

Language

Follow through
in your software.

Create the defined task or update, keeping its result connected to the original event.

Action
AT YOUR SITE

Material runs out.
Request a restock.

When material runs out at staging, OpenVector detects it and sends a restock request to the materials handler, with camera evidence attached.

A voxel camera produces a grayscale manufacturing image. The same image becomes a shallow relief made of cubes, preserving the empty staging bay and nearby material. The completed image holds before the sequence repeats. The restock request goes to the materials handler; the staging bay remains empty after the request is sent.

Restock requested · Materials handler

LANGUAGE: FROM REQUEST TO WORKFLOW

Track your inventory.
Know where it is.

Tell OpenVector which items to track and where to look. Turn camera observations into a workflow that updates their location records with supporting evidence.

ACTION: FROM WORKFLOW TO SOFTWARE

Check the safety SOP.
Flag missing equipment.

Check that workers wear the required gloves and helmets. When equipment is missing, notify the safety supervisor with camera evidence attached.

A worker wears gloves but has no helmet at the preparation bench. OpenVector highlights the configured observation area and notifies the safety supervisor. The same evidence remains attached to the notification; the helmet is still missing after it is sent.
OPERATIONS

Real places.
Specific tasks.

From preparing the next production batch to documenting a care visit, connect what your cameras observe to the next task in your software.

Explore the ideas and the practice.

Sample operations and related research, with original sources.

ResearchSolutions

Seeing More with Less

Related research on visual representations. Gizdov, Ullman & Harari, CVPR 2025.

Explore the research ↗

An obstructed route. A clear next action.

If a pallet blocks the marked pedestrian route, save the evidence and assign a floor-safety task.

Explore the example ↗

The table is ready. Tell the entrance.

When a table is cleaned and ready for guests, notify the host with the camera evidence attached.

Explore the example ↗

An exception caught. The follow-up already done.

When an item is bagged without a scan, save the clip and open a loss-prevention case.

Explore the example ↗