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LeanVision

Give your agents eyes on the real world.

LeanVision connects the cameras you already have to vision AI running on managed GPUs. Describe what to watch for in plain language, set the rules that matter, and your agents receive live events, snapshots and streams. No new hardware, no models to host.

A café counter seen from above, customers waiting in line
01

Works with the cameras you have

Connect standard network camera streams. There is nothing to install on site.

02

Watching, in plain language

Tell LeanVision what matters, such as a queue longer than five people or a vehicle in the loading bay, and tune how sensitive it is.

03

Rules across a whole site

Combine signals from several cameras into one rule, and test it before it goes live.

Capabilities

What your agents can do with LeanVision.

Bring your cameras

Standard network streams such as RTSP connect in minutes.

Describe what matters

Plain-language prompts tell the vision model what to look for; sensitivity sets how eager it is.

Rules and site logic

Script rules per camera, combine cameras into site-wide rules and dry-run them first.

Live events

Detections, rule events and statistics stream to your agents in real time.

Snapshots and live view

Grab a still frame or open a live stream whenever an agent needs to look.

Test on real footage

Upload a clip and see exactly what LeanVision would flag before you point it at a live camera.

How your agent uses it

Describe the scene. Receive the events.

Create a stream from a short profile: the camera, what to watch for and how sensitive to be. Events, snapshots and live video are available the moment it starts.

API reference
Stream profile
{
  "schema_version": 1,
  "name": "front-till",
  "camera": { "url": "rtsp://10.0.0.4/ch0" },
  "ai": {
    "prompt": "Alert when more than five people are waiting at the till",
    "sensitivity": 0.6
  }
}
Use cases

Where teams put LeanVision to work.

01

Retail and hospitality

Queue length, occupancy and service times, reported the moment they change.

02

Logistics and facilities

Loading bays, perimeters and restricted areas watched around the clock.

03

Safety and compliance

Spot the situations your team cares about and act before they escalate.

Questions

Everything you need to know.

Something else on your mind? Talk to us.

Which cameras work with LeanVision?

Any camera that offers a standard network stream, such as RTSP. No new hardware and nothing to install on site.

Where does the video analysis run?

On GPU nodes operated by LeanTools. You choose from the vision models the service offers; we run and maintain them.

Can we test before connecting a live camera?

Yes. Upload a recorded clip of up to 200 MB and preview exactly what LeanVision would flag.

How is LeanVision priced?

Per stream-hour, previews included. Snapshots, rules and management calls are free.

Better together

Pairs well with LeanVision.

Agent memory

LeanMemory

A memory that learns from use: structured, unstructured and event data in one place, with recall that gets more accurate the more your agents work.

Integrations

LeanConnect

Connect agents to the apps your business runs on, with credentials kept safe and every write under your control.

AI models

LeanModel

OpenAI-compatible text, image, speech, music, video, avatar and realtime voice models, metered on the same credits as the rest of your stack.

Start building with LeanVision.

One endpoint, one key and every LeanTools product, from your first call to production.