Fluid Inference is an Applied AI Research Lab building the future of ambient intelligence. We believe intelligence should be embedded everywhere: in your applications, woven into your hardware, responding to the moments that matter.
Smaller models, built for specific tasks, outperform large models at what they're designed to do. We ship open-source models that embed directly into applications and hardware. We work with companies to train task-specific models optimized for their use cases. Intelligence that runs where it matters, with SDKs that make deployment simple.
We'll build tools that let anyone create and personalize models, not just ML engineers. Vibe coders and developers will build custom intelligence. We'll work with more customers to train task-specific models that outperform the giants for their needs.
Models will live in your environment and evolve with it. They'll learn through embedded fine-tuning and memory, adapting to each user over time. Intelligence that senses context, anticipates needs, and becomes genuinely personal. Present everywhere.