AI engineering services
Computer vision, LLM engineering, AI agents, healthcare AI, finance AI and applied research. One team runs all six, and most projects combine two or three of them.
Computer Vision
Computer vision for medical, industrial and satellite imagery: detection, segmentation, super-resolution and real-time inference on edge devices.
LLM Engineering
On-prem and air-gapped LLM deployment with custom kernels, low-precision inference and speculative decoding, the methods behind our DeepSeek R1 inference world record on NVIDIA Blackwell with Avian.io and NVIDIA.
AI Agents
Agentic workflows that use your tools and data, run on models inside your perimeter, and keep a human approval step and an audit log for every action.
Healthcare AI
Medical imaging, real-time ultrasound and diagnostic AI, built with regulatory requirements in mind and tested to hospital reliability standards.
Finance AI
Risk models, alpha research tools and document intelligence for banks and asset managers, built to pass model validation, audit and stress testing.
Research & Development
Applied AI research for problems without a known solution. We co-author with UC Berkeley, Harvard and UCL, then deploy what works into your stack.