ModelCore
Book a call Contact us

Real-World AI Training Data, Licensed & Model Ready

Sourced directly from the studios, publishers, creators, and companies that own it, across audio, video, images, text, code, robotics, and business operations, and delivered with the labels models train on. AI teams get data they can defend. Owners get paid.

For AI labs and enterprise ML teams

I need data

License existing data across nine data types, request the catalogue and free samples, or commission data collected to your spec.

Explore training data For studios, publishers, and rights holders

I own content

Film, audio, publishing, archives, or company data. We package it for AI labs on your terms, and you keep ownership.

License your content

Have company data like messaging, docs, CRM, or code? License your business data

Every kind of data models learn from.

Off the shelf where we have it, collected to your spec where we don't.

Audio & Speech

Conversational, accented, expressive, and low-resource speech, plus long-form audio.

Video

Long-form, instructional, egocentric, and action video with dense captions.

Images & Vision

Captioned images, documents, charts, products, and geospatial imagery.

Text & Documents

Books, journalism, scientific, legal, and financial text, in many languages.

Code & Software

Permissive source, repositories, pull requests, execution traces, and SQL.

Reasoning & Evaluation

Chain-of-thought, math, verifiable problems, agent trajectories, and private evals.

Human Feedback & Safety

Preference pairs, demonstrations, red-teaming, moderation, and factuality labels.

Robotics & Sensor

Teleoperation, manipulation, driving, LiDAR, IMU, and drone data.

Business Operations Data

Anonymized messaging, documents, CRM, tickets, and code from real companies.

Four ways to work with us.

Start with what is already built, or have us build exactly what you need.

License existing data

Rights-cleared data ready to deliver, with a sample and datasheet before you commit.

Request the catalogue

Commission collection

Data collected to your exact spec: any language, domain, modality, or annotation schema.

Start a brief

Enrich your data

Send us raw content. We return it with transcripts, labels, captions, and quality scores attached.

How enrichment works

License your content

Own a library or company data? We turn it into a licensable product and find the buyers.

See how it works

Model-ready, not raw.

Every asset ships with the labels models train on, in one consistent JSON format whatever the data type.

  • Labels for each data type. Transcripts for audio, scenes and actions for video, entities for text, tests for code, workflow structure for business records.
  • Quality and provenance travel with the file. Quality scores, synthetic-content checks, and the rights record are part of every delivery.
  • Anonymized where it matters. People and companies in business data are masked before anything ships.
transcription.jsonReal output, 27-min Arabic conversation
{
  "asset_id": "ar-MISC-15m-002",
  "language": "ar",
  "duration_seconds": 1610.401,
  "speaker_count": 3,
  "utterances": [{
    "speaker": 0, "start": 1.521, "end": 12.32,
    "confidence": 0.735,
    "words": [
      { "word": "طيب", "start": 1.521, "end": 2.462, "confidence": 0.766 },
      { "word": "خلينا", "start": 2.542, "end": 3.464, "confidence": 0.676 },
      { "word": "نتكلم", "start": 3.484, "end": 3.885, "confidence": 0.777 },
      …
    ]
  }, … ]
}
metadata.jsontranscription.jsonage-gender.jsonsentiment.jsontopic.jsonsummary.jsoncontent-class.jsonaudio-quality.jsonvocal-isolation

Built for teams that can't take rights risk.

Provenance you can defend

Every record carries documented consent and a license chain, with an audit trail on delivery.

Sourced from the owner

We license directly from studios, publishers, and contributors, not from resellers.

Sample before you commit

A representative slice and full datasheet on request, so you can test fit first.

Common questions.

What do I get when I license data?

The source data, whether audio, video, images, text, code, sensor logs, or anonymized business records, cleaned, deduplicated, and consistently formatted. Plus enrichment as JSON and JSONL sidecars: transcripts, captions, boxes, entities, test results, or workflow labels depending on the data type. Every delivery includes a datasheet and the documentation behind the rights.

Can I see a sample before committing?

Yes. Request the catalogue or describe what you need, and we send a representative sample and datasheet so you can evaluate fit before any licensing conversation.

What does rights-cleared mean?

Each record carries documented consent and a license chain we can show you. You receive an audit trail tying the data to its source and rights basis, so your legal team can defend its use.

What if the data I need isn't in the catalogue?

We collect it. Share a spec covering language, domain, modality, annotation schema, and volume, and our sourcing network and enrichment pipeline build it to order.

How is data delivered?

As JSON and JSONL alongside the raw media, with WebDataset or Parquet on request. We deliver to AWS S3, Google Cloud Storage, Azure, or your own bucket.

Do you offer exclusive licenses?

Many datasets are available both non-exclusively and exclusively. Exclusive and first-look deals are scoped case by case.

I own content or company data. How do I get paid for it?

Tell us what you hold, whether that is a media library or your company's operational systems. We review the rights you control, enrich the content into a licensable product, and license it to vetted AI buyers on terms you set. You keep ownership and get paid for every license.

How do you handle privacy and personal data?

Collection follows documented consent, and we screen and redact personal information appropriately for each modality. Details are in each dataset's datasheet and our Privacy Policy and Data Processing Addendum.

Tell us what you need.

Data to train on, or data to license. We reply within one business day.

Contact usBook a call