LightOn

LightOn provides a multimodal retrieval platform for developers, production teams, enterprises, and public-sector organizations working with documents and internal knowledge. Its services parse scans, tables, handwriting, and complex layouts, extract structured data, and return cited retrieval results through a shared application-programming interface. The platform supports model-independent inference, scoped workspaces, granular access controls, and deployment on customer infrastructure so teams can integrate secure reasoning into applications and agents without maintaining the underlying retrieval pipeline.