Liminary is an AI-powered memory platform designed to help you capture, organize, and recall your knowledge seamlessly. Whether it’s notes, web pages, PDFs, videos, or LLM chats, Liminary collects and stores information in one place. Its intelligent system surfaces the most relevant insights exactly when you need them, transforming information overload into actionable knowledge. Built for researchers, students, and professionals, Liminary simplifies knowledge management, enhances productivity, and helps users make better-informed decisions.

• One‑click capture: Save web pages, PDFs, videos and LLM chats in a single click so all your sources go into one place.
• Relevant recall in context: The system surfaces the right saved knowledge exactly when you’re working on something related, reducing manual searching.
• Idea connection: It links related insights across your saved items so patterns or relationships become visible.
• Cross‑source input: Supports multiple formats (web pages, chats, PDFs, videos) so you can bring everything into one memory.
• AI‑assisted synthesis: The system uses AI to provide summaries, suggestions, and insights about your stored content, going beyond simple storage of raw documents.
• Context‑aware intelligence: The tool understands what you’re doing and adjusts what it surfaces accordingly, based on task, format and content.

• Saves time searching: Liminary surfaces the right saved knowledge exactly when you need it, reducing manual digging and boosting efficiency.
• Connects ideas across sources: It doesn't just store items; it links related insights (via a personal knowledge graph), helping you spot patterns you might otherwise miss.
• Unifies many formats: You can capture web pages, PDFs, videos, LLM chats, etc., and bring them into one place.
• Helps maintain focus (“stay in flow”): By reducing friction in retrieving what you already know, you spend more time creating, analysing or producing instead of searching.
• Supports strategic work: It is especially beneficial for professionals such as researchers, content creators, and consultants who excel at connecting, synthesizing, and applying knowledge.

• AI‑tool limitations: As with any AI-powered system, there are risks of errors, bias, or missing context; therefore, human judgment is still needed.
• Workflow change required: If your current process is disorganized or fragmented, integrating a new unified memory tool means changing habits, which can be a barrier.

• Researchers & analysts: When you’re handling reports, academic papers, data sets and you need to pull threads together (e.g., trend themes, insights) Liminary helps you organise and recall what you found quickly.
• Content creators & writers: If you’re producing articles, newsletters, blog posts (like yourself), you can gather ideas, reference sources and output richer work by drawing on your stored knowledge.
• Students & academics: For organising reading materials, lecture notes, videos, and revisiting that material when writing papers or preparing for exams. The recall feature helps avoid losing earlier ideas.
• Consultants, executives & knowledge‑workers: When working across clients or projects, where each one has its own context and prior work, Liminary helps you avoid reinventing the wheel and reuse insights smartly.
• Investor / market research professionals: When you are tracking market reports, competitor intelligence, and deal memos, this tool helps surface the lessons and patterns that matter for making decisions.