AI for regulated industries

We build risk engines, on-prem LLM stacks and document-intelligence systems for tier-1 banks and asset managers. Auditable from training data to inference and deployed inside your perimeter, with no third-party model APIs.

Medical imaging, real-time ultrasound AI and diagnostic systems built to hospital reliability standards. We have built real-time endometriosis detection on ultrasound video, CT super-resolution and registration pipelines with Siemens Healthineers and academic partners.

Hyperspectral remote sensing, geospatial intelligence and edge vision for industrial operators and the public sector. Our models run on satellite data and on edge hardware at remote sites with little bandwidth.

GPU performance engineering for teams limited by throughput or cost: custom CUDA kernels, quantization, distributed inference and training infrastructure. We contribute to open source where it helps the work.