Now in Private Beta for Enterprise

Spatial intelligence, learned from zero.

Segmentum enables autonomous few-shot segmentation across 3D volumes. We reason about geometry and structure without retraining or human prompts.

Physics-Informed Modeling

Unlike standard CV models, Segmentum treats images as physical volumes. It respects occlusion, lighting, and geometric consistency.

Cross-Domain

Deploy from medical MRIs to satellite imagery without fine-tuning.

3D Native

Segment entire volumes from a single 2D slice annotation.

"Human time is the bottleneck."

We automate the labeling process by learning visual concepts from a single example, then scaling to millions autonomously.

The Founding Team

Research-led and engineering-driven. Born out of the Princeton Physics Department.

Read our paper

Akshat Santhana Gopalan

CEO / Technical Founder

Former Princeton Physics researcher. Leading model architecture and end-to-end infrastructure.

Dr. Jason Puchalla

Chief Scientific Officer

Physics lead specializing in spatial reasoning and geometry-driven intelligent modeling.

Start Segmenting.

Join the waitlist for the spatial intelligence API.