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Bryel

Your OwnFrontier AI Lab.

Billions of
AI models.
One for every
company.

Your models. Your data. Your team.
We help you build capabilities, then get out of the way.

We believe everyone deserves intelligence customized for them.

Let’s build something.

Leave your work email and we’ll reach out.

Our team comes from

  • Apple
  • Berkeley Artificial Intelligence Research
  • Harvard University
  • Y Combinator

Bryel’s thesis

Why every business will train its own model

There’s no one-size-fits-all model. The last 20% is what makes it work: sometimes cheaper, sometimes faster, sometimes better in ways only you and your business know.Customized intelligence starts with your business, your data, your judgment.

  1. Own the model

    Your weights, your data, your edge. Nothing you train leaks into anyone else’s product.

  2. Smaller, sharper

    A model trained for one job beats a general one on that job, at lower cost and latency.

  3. Beyond text

    Expertise lives in documents, images, audio, video and sensor data. Your model should read all of it.

Common models we train

Custom models are faster, cheaper, and better.

Search and retrieval

Embedding models trained on your catalog, documents, and jargon, so search, RAG, and recommendations surface what people mean, not just what they typed.

10×faster search

Document classification

Long-horizon agents

Multimodal intelligence

The Foundry

How we train your model

Foundry is the training stack behind every model we ship: one system that takes a company from raw data to a production model.

  1. Data generation

    Synthetic and curated training data built from your domain.

  2. RL environments

    Environments that reward the outcomes your business cares about.

  3. Auto-researcher

    Automated experiments that search for the best training recipe.

  4. Continuous learning

    Your model keeps improving from real-world use after it ships.

From the lab

  • Research

    Multimodal Auto Post-Training Benchmark

    Coming soon

  • Engineering

    How Bryel Foundry Works

    Coming soon