Automorphic

Automorphic is a platform for secure, self-learning large language models (LLMs) built for enterprise use and sensitive data workflows. It lets teams “pour” knowledge into a model using only a small set of examples, reducing labeling work and complex dataset preparation.

Security and data control

Automorphic emphasizes privacy and compliance when training and fine-tuning models on company data. This matters for organizations that want AI capabilities but aren’t comfortable sending internal information to public cloud services.

Self-improving LLMs for specific tasks

The platform supports self-improving language models that adapt to targeted scenarios, including:

• Internal assistants for employees
• Text analytics and classification
• Routine workflow automation

A small number of examples (around 10) can be enough for the model to start performing well in a narrow domain.

Private beta access

Automorphic is currently available as a private beta. You can request access on the website, try a demo, and sign in via Discord to test the product early and provide feedback while the platform is evolving.