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Hero Light Hero Dark Align, deploy, and serve domain-aligned models on your own data, through a single API. Industry leading speeds, dedicated capacity, and zero data retention by default. Bring your raw data and your success criteria. Nugen’s research in train-time and inference-time alignment turns models into a reliable, domain-aligned models in minutes, not months, so you focus on the business problem, not the deep learning, HPC, or GPUs behind it. One aligned model, every capability . Align once, then use the same model for chat completions, completions, embeddings, and reranking, with native retrieval that understands your domain. Build a fleet of aligned models.

Align a Model

Start here. Turn your documents and success criteria into a domain-aligned model.

Chat & Completions

Run your aligned model, with confidence scores that flag drift from your domain .

Embedding Models

Build embedding models aligned to your domain vocabulary, for semantic search and RAG pipelines.

Re-Ranking Models

Build re-ranking models that sharpen retrieval quality in your agentic RAG stack.

Multi-Modal Models

Build multi-modal models that reason over text, images, and documents in one call.

Sign Up Now

Request access to our invite-only platform and ship your first model today.
Need PDFs, cloud storage sources, or your own Hugging Face model? Available on the enterprise edition.