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Understand everythingyour cameras see.

Index every hour you have, on every camera.

Describe a situation and it returns every clip that matches, ready to train on or to act on.

Illustrative query6 CAMERAS · 1.24M CLIPS

Press Run to see what comes back.

UNDERSTANDING IS SOLD BY THE HOUR

You have more footage than anyone can watch.

The only thing that understands it is a person paid by the hour. So you look at what you can afford, and the rest is never examined.

EVERY HOUR, EVERY CAMERA

Describe what you are looking for. Get every instance of it.

MultiBase indexes every hour you have, on every camera, and reads what is actually happening in it. Ask in plain words and it returns every clip that matches, with the reason each one did.

Scenario · successful robot block stacking20 matches
MultiBase reviewing matched spans for a block-stacking scenario, with the wrist-camera replay and the reason each clip matched
Every match, its span, and why it matched

WHAT CHANGES

A better model sooner. A failure caught in time.

IN
Live feed
Archive
Understanding layerEvery hour indexed, on every camera, with the reason it matched.
OUT
A training setso you train on yesterday's failures
An alertwhile it can still be fixed

INDUSTRIES

One data system for every machine.

01 / Mobility · Self-driving

Find rare interactions, stalled progress, and recovery behavior across routes, terrain, and changing operating conditions.

Example evaluationthe car braked hard and nothing was in front of it

UNREHEARSED, ON THEIR OWN DATA

We've never seen anything this good in this space.

HEAD OF AI · AGRICULTURAL ROBOTICS
6.4×FASTER TRAININGV-JEPA on Ego4D, 8× RTX Pro 6000. Baseline: PyAV over object storage.

WHAT WE BUILD

One team, two things, the same problem.

Eventual builds the data layer for physical AI. We came up through DeepScale, Tesla Autopilot and Lyft Level 5, moving petabyte-scale sensor data through training pipelines for years. That is how we knew what was missing.

DaftOPEN SOURCE · APACHE-2.0

The multimodal data engine underneath everything we do. It is open source, and it runs in production at hyperscale companies and AI labs. If you only need to process multimodal data at scale, start here.

DAFT DOCS
MultiBasePRODUCT

Built on Daft, for teams whose next model is waiting on data. It reads what is inside your footage and turns it into training sets. It also watches the live feed for the failures you can still catch.

EXPLORE MULTIBASE

BRING US YOUR HARDEST DATASET

See MultiBase on your data.

We'll run it on your footage and show you what comes back.

Eventual — Understand everything your cameras see