What Eigenform does
Eigenform builds local, self-improving AI systems that combine hardware, agent harnesses and models which retrain on their own experience. It is aimed at organisations that need sensitive data and compute kept under their own control, remote operations with unreliable connectivity, researchers with specialist datasets, and the earth sciences sector. The stack includes The Box, a portable unit with GPU compute and storage for inference without constant cloud access, and Geocluster, an open-source workspace for geological data processing, AI-assisted analysis, 2D and 3D visualisation and map vectorisation. Agents follow a loop of observing, hypothesising, acting, evaluating and fine-tuning on successful interactions. Geocluster is free, while The Box is offered for pre-order without a listed price.
How Eigenform compares with its closest alternatives
3 of the 5 closest alternatives have a free plan, as Eigenform does. Among the 2 that list a starting price, the cheapest is Yila AI at $16 a month and the median is $17.50. 3 of the 5 offer an API. Eigenform offers a web app, a self-hosted version and hardware. Of the 4 alternatives with platforms on record, all 4 offer a web app, none offers a self-hosted version and none offers hardware. Eigenform was founded in 2019; the alternatives were founded between 2021 and 2025. Eigenform is based in Singapore; all the 3 alternatives with a known headquarters are in Singapore too.