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
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.



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.
Your weights, your data, your edge. Nothing you train leaks into anyone else’s product.
A model trained for one job beats a general one on that job, at lower cost and latency.
Expertise lives in documents, images, audio, video and sensor data. Your model should read all of it.
Common models we train
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
Read, extract, and classify every scan, form, and invoice with expert accuracy, at a fraction of the cost and latency of frontier models.
20×cheaper classification
Agents trained with reinforcement learning in your own environments, so they plan ahead, recover from mistakes, and carry multi-step work through to done.
5×cheaper agent runs
Understand and generate across every modality your business runs on, from text and documents to images, audio, video, 3D, and sensor data.
Foundry is the training stack behind every model we ship: one system that takes a company from raw data to a production model.
Synthetic and curated training data built from your domain.
Environments that reward the outcomes your business cares about.
Automated experiments that search for the best training recipe.
Your model keeps improving from real-world use after it ships.
Research
Milan Liessens Dujardin, Song-Ze Yu, Kevin Miao
Research
Multimodal Auto Post-Training Benchmark
Coming soon
Engineering
How Bryel Foundry Works
Coming soon