Imagine asking,“Which articles I saved mention AI regulation in Europe?” Instead of searching blindly, Pikurate is able to provide an answer-because it remembers and understands your own history.

During a two-year closed beta period, users carefully curated not just a handful but thousands, and in many cases tens of thousands, of different links. These collections were used to train chatbots that begin to feel less like generic tools and more like digital extensions of their owners, reflecting individual research interests, personal hobbies, and unique archives built up over time.

Unlike generic models that provide one-size-fits-all responses, Pikurate learns directly from the digital fragments you already save and value-such as restaurant reviews, research papers, or late-night bookmarks. Because of this, the platform can bring the right source to the surface and also explain why it is relevant. As CEO Leo Song described it,“If ChatGPT is the library, Pikurate is your diary,” capturing the personal nature of the experience.

By organizing both personal and institutional knowledge into a structured and sustainable AI knowledge base, Pikurate moves beyond surface-level answers. It is designed to deliver memory, context, and relevance in every reply, turning past fragments into living knowledge.

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