Liminary

Liminary is a software tool that helps professionals manage memory and knowledge across diverse sources. It saves articles, reports, PDFs, AI chats, and videos with one click while browsing and allows users to add notes and context. It supports setting up watchlists for clients or projects and keeps monitoring for new information so users don’t have to search repeatedly.

Liminary stores knowledge in a way that aims to preserve context and enable recall across internal and external sources. It emphasizes that data is never used to train AI models and that each insight traces back to a source. It presents itself as built by security and ML/search engineers with emphasis on confidentiality and controlled data handling.

Liminary promotes a security-forward stance: data is encrypted, siloed to the workspace, and not used to train AI models; users control data input and deletion. It markets itself as suitable for professionals who think for a living who rely on a memory system integrated into their workflow.

Use cases

• Researchers and analysts organize sources and recall insights during work
• Consultants synthesize findings and maintain provenance
• Executives and managers verify data accuracy in deliverables