We’re putting $5.5M behind research and development of smaller, specialized AI models for real-world deployment — Read our manifesto →

    Coming soon

    Models

    We develop compact models and inference systems for workloads where latency, cost, privacy, and deployment constraints matter. Selected models, evaluations, and technical results will be published as they mature.

    Model areas in development

    Foundational language models

    Compact models for reasoning, generation, structured outputs, and tool use.

    Retrieval systems

    Search, retrieval, reranking, and generation over private and domain-specific knowledge.

    Document understanding

    Models for extracting text, structure and entities from documents, forms etc.

    Physical AI & robotics

    Perception, planning, and decision models for machines operating in physical environments.

    Speech

    Models for transcription, synthesis, speaker understanding, and real-time voice interaction.

    Have a workload existing models don’t fit?

    Talk to our research team →