World Repository: Licensable real-world data for world models and beyond

Licensable real-world data,

Licensable real-world data, for world models and beyond.

for world models and beyond.

Our apps reward thousands of people for photographing the real world. Every image is first-party, opt-in, and ships with per-asset provenance. Built for world models and physical AI, and for any AI that needs to understand the real world.

Talk to the Data Team

View Sample Data

(01)

(HOW IT WORKS)

(01)

(HOW IT WORKS)

01 / CAPTURE

Thousands of contributors photograph streets, meals, and seasons as they happen, across 185 countries.

02 / SOURCE

Every file comes from our own apps, shot by contributors who opted in. Capture time, region, and a pseudonymous contributor ID are recorded with the file.

03 / LICENSE

Rights, consent, and provenance records ship inside every dataset, so you know what you can use before you train on it.

(02)

(DATASETS)

(02)

(DATASETS)

Streets of Japan

Japanese Food, Plated

Storefronts & Signage

and more

Streets of Japan

Japanese Food, Plated

Storefronts & Signage

and more

Streets of Japan

Japanese Food, Plated

Storefronts & Signage

and more

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(FOR AI TEAMS)

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(FOR AI TEAMS)

Founding PoC

Test real-world data against your own models before committing.

What’s included

Curated Sample

Core Metadata

Fixed-Term License

Evaluation Support

Founding PoC

Test real-world data against your own models before committing.

What’s included

Curated Sample

Core Metadata

Fixed-Term License

Evaluation Support

Core Access

License the collections you need, continuously refreshed.

What’s included

Selected Collections

Commercial AI Rights

Full Metadata

Refreshes for Your Collections

Bulk Delivery

All Access

Full access to the continuously growing real-world data network.

Everything in Core Access, plus:

Full Catalog

Refreshes Across the Full Catalog

API Delivery

Priority Access to New Collections

All Access

Full access to the continuously growing real-world data network.

Everything in Core Access, plus:

Full Catalog

Refreshes Across the Full Catalog

API Delivery

Priority Access to New Collections

Every plan includes per-asset provenance and consent records.

Talk to the Data Team

Every plan includes per-asset provenance and consent records.

Talk to the Data Team

Custom Mission

Need data we don't have yet?
We'll mobilize the network to capture it.

What’s included

Directed Capture

Geo / Time Targeting

Custom Annotation

Dedicated QA

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(PROVENANCE)

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(PROVENANCE)

Know where every file came from.

Never just an image, but an image with an origin you can trace: which app captured it, when, and in which region, under a pseudonymous contributor ID.

First-party capture — never scraped

Every image starts with someone opening one of our apps and taking a photo — not a crawler pulling it from somewhere else. Real people, real moments, captured on purpose.

Rights and consent recorded with the asset

Contributors opt in before their photos can be licensed, and each asset carries its consent and license record. You know what you're licensed to use per file, not per catalog.

Audit-ready manifests on every dataset

Every dataset ships with a manifest listing each asset’s source app, capture time, consent status, and license terms, so your legal team can review it in minutes, not weeks.

(05)

(SAMPLES)

Talk to the Data Team

View Sample Data

(06)

(STATS)

(06)

(STATS)

12M+

Raw Captures to Date

Photos taken across SNPIT and Pictier, before curation and deduplication.

1,000

Images in the Evaluation Sample

A curated sample with capture time, country, and AI-generated tags, free to evaluate under our sample license.

185

Countries Represented

Countries where contributors have captured photos. The 1,000-image sample alone spans 89.

100%

First-Party Capture

Every photo was taken inside our own apps. None scraped, bought from brokers, or generated.

100%

First-Party Capture

Every photo was taken inside our own apps. None scraped, bought from brokers, or generated.

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(THE CAPTURE NETWORK)

(07)

(THE CAPTURE NETWORK)

One network. More modalities next.

Our provenance and licensing layer is modality-agnostic, so we add the data types world models need one at a time. Photos are live today; first-person video, audio, spatial, and 3D run on the same consent and provenance rails.

Pictier

A map-based photo app. People layer new shots onto earlier photos of the same spot, recording how places change across seasons and years. In-app capture only, unedited and geotagged.

JOIN AS A CONTRIBUTOR →

SNPIT

A photo-battle game. Players shoot streets, food, seasons, and daily life, and other players vote on the winners. In-app capture only.

JOIN AS A CONTRIBUTOR →

Next modalities

First-person video and spatial capture apps, built for what world-model teams ask for most.

COMING SOON

Pictier

A map-based photo app. People layer new shots onto earlier photos of the same spot, recording how places change across seasons and years. In-app capture only, unedited and geotagged.

JOIN AS A CONTRIBUTOR →

SNPIT

A photo-battle game. Players shoot streets, food, seasons, and daily life, and other players vote on the winners. In-app capture only.

JOIN AS A CONTRIBUTOR →

Next modalities

First-person video and spatial capture apps, built for what world-model teams ask for most.

COMING SOON

Pictier

A map-based photo app. People layer new shots onto earlier photos of the same spot, recording how places change across seasons and years. In-app capture only, unedited and geotagged.

JOIN AS A CONTRIBUTOR →

SNPIT

A photo-battle game. Players shoot streets, food, seasons, and daily life, and other players vote on the winners. In-app capture only.

JOIN AS A CONTRIBUTOR →

Next modalities

First-person video and spatial capture apps, built for what world-model teams ask for most.

COMING SOON

(08)

(NEWS)

News and updates will be posted here.

Licensable real-world data, shot by people.

Licensable real-world data, shot by people.

Licensable real-world data, shot by people.