Building the knowledge that works

A platform for deal teams: turns private documents into grounded, cited teasers, IC memos, and CIMs — every figure traced to its source, built for speed without sacrificing rigor.

A music catalog search engine that turns raw audio and sheet music into structured, searchable features — lyrics, melody, rhythm, key, instrumentation — so a catalog can be searched by how a song sounds, not just its tags.

A unified platform for cloud cost control, resource inventory, and security monitoring across providers — built to avoid the recurring costs and inflexibility of off-the-shelf observability tools as cloud usage grows.