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In today's digital age, individuals and teams are inundated with a constant stream of information from emails, notifications, social media, and online resources. This overwhelming volume often blurs the line between valuable insights and irrelevant noise.
Real human impact: People struggle to identify what truly matters, leading to decision fatigue, stress, and wasted time sifting through cluttered channels.
Caused by: Lack of effective filtering systems, over-reliance on multiple, disconnected communication tools, and the sheer speed of information generation.
Consequences: The inability to manage this noise contributes to decreased focus, lower morale, and reduced efficiency. This frustration affects both individuals and entire organizations.
Inaccurate, outdated, or misleading information is a growing concern. Whether it's conflicting data, unverifiable sources, or poorly organized content, low-quality information undermines the ability to make informed decisions.
Real human impact: Professionals waste time validating unreliable information, teams face miscommunication, and organizations risk reputational harm.
Caused by: Inadequate curation processes, absence of standards for content validation, and lack of accountability in content-sharing environments.
Consequences: Lost productivity as users double-check or recreate resources, diminished trust in platforms or colleagues, and potential financial or strategic losses due to reliance on faulty data.
Even when high-quality, relevant information is found, it often lacks a systematic method for retention or retrieval. Valuable insights are scattered across emails, chats, documents, or siloed systems, making them difficult to access when needed.
Real human impact: Individuals and teams frequently find themselves redoing work because they cannot locate prior discussions, decisions, or data.
Caused by: Lack of centralized knowledge repositories, poor tagging or organization practices, and reliance on memory or outdated filing systems.
Consequences: Redundant work cycles, decreased innovation due to repeated effort, and missed opportunities stemming from inaccessible knowledge.
Organize and summarize your research findings by uploading or linking content through secure collections.
Keep your knowledge bank private, or collaborate by inviting others to share or review your curated content.
Your knowledge twin is your QBrain™ - knowledge at your fingertips.
Unlock domain-specific knowledge twins through a convenient community of curators.
Access thought leadership and specialized content from trusted sources, all curated to what we call QNodes™ or saved knowledge twins.
Chat with domain specific knowledge twins or even build a group chat to get differing opinions.
You have heard of the term "creator", well a "curator" is a hacker-level creator.
Create, curate, and monetize your insights, building your profile and establishing credibility as a thought leader.
Join the community of curators and transform your QBrain™ into valuable QNodes™. Let others access and chat with your knowledge twin saving you time.
Collaborate with other knowledge twins or humans and experience the power of natural language interactions to search the web and curated data sources.
Whether you prefer detailed explanations, concise answers, or simplifed content Qiri adapts to your needs.
Unlike other search agents which focus on generating responses or summarizing general information, Qiri is built for users who want precision, control, and personalization. With Qiri, you’re not just a passive consumer; you’re an active curator of knowledge.
Users can create and manage their own QNodesTM that they curate from the open internet or their own personal knowledge, turning Qiri into a tool for building, refining, and even monetizing trustworthy knowledge collections.
It’s a marketplace for meaningful information—not a one-size-fits-all answer generator. We put the power in users' hands to create the knowledge experience they truly need.
Answers to questions you might have about Qiri.
A Knowledge Twin is a curated, AI-powered version of your expertise. It captures your way of thinking, your insights, and the connections you’ve built — turning them into an interactive “twin” that others can learn from, search through, or collaborate with.
Think of it as your knowledge, made scalable and conversational.
Search engines surface what’s on the open web. Note-taking apps store your thoughts privately.
Qiri.ai does something different: it curates, organizes, and personalizes knowledge into Twins that can be shared, searched, and monetized.
You don’t just “look things up” — you engage with living, evolving knowledge, whether it’s your own or from experts you trust.
Capture & organize: Turn your notes, ideas, and files into a searchable twin.
Interact: Chat with your twin to surface insights instantly.
Grow: Continuously add new knowledge, which your twin integrates automatically.
Share: Keep it private, share with a team, or publish it as part of the marketplace.
It’s like Spotify for knowledge. You can explore, subscribe to, and interact with Knowledge Twins built by other people — from creators and researchers to operators and domain experts.
Instead of static articles or courses, you get direct access to their structured insights and ask them a question.
Yes. By publishing your Twin on the marketplace, you can set access levels (free, subscription, premium). This lets you monetize your expertise without building a full course, newsletter, or consulting practice.
Your Twin does the work — you just keep adding your knowledge.
Qiri.ai bridges three worlds that have always been separate:
- AI search (find anything instantly),
- Knowledge management (organize and interact with your own information),
- Creator monetization (share and earn from your expertise).
Together, that makes Qiri.ai the first true Knowledge Twin platform.
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