Announcing our RAG-Based Revenue-Sharing Model for Academic Publishers
Mar 14, 2025 |
7 Mins ReadWe are excited to announce a first-of-its-kind revenue-sharing model for AI-generated content, ensuring that publishers are fairly compensated when their paywalled research is cited by AI.
Our domain-specific large language model (LLM), ZAIA, uses Retrieval-Augmented Generation (RAG) to retrieve data from a diverse collection of open access (OA) and paywalled metadata through licensing agreements with publishers. Based on reference generation by the LLM, our new revenue-sharing model enables a fair and sustainable approach to compensating academic publishers for the use of their content by AI.
Empowering Publishers with AI Innovation
For years, major academic publishers have been cautious about AI companies using their research, citing copyright concerns, revenue impact, and the need for proper attribution. Our new model introduces a transparent, ethical approach for publishers to monetise their content in the AI era.
Many large language models are restricted to training on publicly available research, as major publishers have not yet actively licensed their work to AI companies. Our revenue-sharing model is one of the first of its kind, ensuring clear consent, proper attribution, and fair compensation based on content retrieval. The transparent revenue-sharing mechanism ensures fair compensation for publishers based on the number of references provided in ZAIA’s responses.
Our co-founder, Kamran Kardan, said:
"This is a positive shift for the academic publishing industry. For the first time, AI is being used to drive revenue back to publishers instead of bypassing them. Ethical AI also means giving credit—and compensation—where it’s due. In the long term, we believe even authors should share in this revenue."
We are partnering with a range of international publishers on this model, including IT Governance, Lexxion, British Online Archives, and Lived Places Publishing. Additionally, the RAG model is available for open access publishers, and we are currently exploring alternative compensation models for open access.
A Leap Forward for Researchers and Institutions
ZAIA provides users with precise, contextually relevant content tailored to their research needs. It offers answers to researchers' questions with reference-backed responses, ensuring that researchers and institutions can access high-quality, peer-reviewed materials while supporting the publishers who produce them.
Promoting Sustainable and Ethical AI Content Partnerships
To deliver accurate, unbiased, and comprehensive insights, large language models (LLMs) require diverse academic content. Our RAG-based model encourages broader collaboration between publishers and AI companies, fostering ethical agreements rooted in mutual licensing. Direct licensing with publishers allows us to guarantee high-quality, accurate, and up-to-date content, including retractions and data updates, thereby placing research integrity at the heart of our platform and our development of sustainable AI.
We invite publishers, researchers, and institutions to collaborate in shaping the future of AI-driven research. To learn more about partnership opportunities, visit www.zendy.io or contact us at partnerships@zendy.io.
About Zendy
We are an AI-powered research library with over 780,000 users across 190+ countries. Designed to streamline the research process, we provide access to millions of journals, articles, and e-books, while offering a range of AI-driven tools, including ZAIA, an AI assistant that helps researchers expedite their research journey.
We collaborate with leading academic publishers to make scholarly content more accessible and affordable, ensuring that users can explore high-quality research with ease.
Zendy was created to facilitate access to academic literature. By addressing the key challenges that researchers face with traditional ways of finding relevant, high-quality academic content, we strive to provide peace of mind to students, researchers, professionals, and knowledge enthusiasts.
We are developed by Knowledge E in a growing collaboration with researchers, students, institutions, and publishers. Our mission is to democratise access to content by making it more affordable and accessible. There are no limitations on reading, just simple access to scholarly resources.
For more information visit zendy.io.
What’s New in ZAIA: Our Biggest Update Yet
We’ve rolled out one of the biggest updates to Zendy AI Assistant, ZAIA. These improvements focus on making research faster, more intuitive, and far more reliable. Here’s what’s new. Inline References You Can Trust You no longer have to scroll, copy, or cross-check to figure out where an insight came from.ZAIA now adds references directly inside its responses. If ZAIA summarises a study, explains a concept, or pulls a fact from a paper, the source appears right there in the answer, clear, traceable, and easy to verify. It feels more like reading a well-cited academic explanation than an AI output. Ask in Any Language, Get Answers in the Same Language Whether you’re researching in Arabic, Spanish, French, or Swahili, ZAIA now responds in the language you use, automatically. There’s no need to switch tools, tweak settings, or use separate translators. Just ask your question in your preferred language, and ZAIA replies in the same one.It’s a smoother experience for multilingual classrooms, international research teams, and anyone working beyond English. Search Smarter with the SOLR Agent Sometimes you know the exact paper you need, you just don’t have the title, DOI, or permalink memorised.Now you don’t have to. ZAIA’s new SOLR Agent can search using: DOI Paper title A Zendy permalink Just drop in any of these, and ZAIA fetches the correct paper instantly. It’s especially useful when you’re deep in a literature review and need to track down sources without losing your rhythm. How does it work? SOLR is the search engine behind ZAIA’s paper search.It helps ZAIA find the exact research paper you’re looking for using clear identifiers like a DOI, paper title, or Zendy link. Instead of guessing keywords or scanning long result lists, SOLR matches your input directly to the right paper, fast and accurately. ZAIA Can Now Help With Your Zendy Account You can now ask ZAIA about your subscription, billing questions, or common FAQs directly inside the platform. No switching tabs.No waiting for replies.No digging through help pages. ZAIA now serves as a support companion as well as a research assistant, especially helpful when you want quick answers in the middle of studying or writing. A Clearer, More Transparent UI One of the most noticeable upgrades is the updated interface.You’ll now see clearer “thinking” steps that show how ZAIA processes your request. It’s more transparent, easier to follow, and gives you a better sense of how ZAIA arrives at each answer, something many researchers have been asking for. Why These Updates Matter Every improvement in this update has one goal: to make research smoother and more trustworthy.Whether you're analysing papers, fact-checking a claim, working across languages, or sorting out your subscription, ZAIA is now better at supporting the full research journey. And we’re not done.This update is part of a larger shift toward a more personal and adaptive ZAIA, one that learns from how each researcher works. For now, we hope these updates make your experience on Zendy faster, clearer, and more enjoyable. If you’d like to see these features in action, just open ZAIA, Zendy AI Assistant, and try them out. .wp-block-image img { max-width: 85% !important; margin-left: auto !important; margin-right: auto !important; }
Zendy and Casalini Libri Partner to Expand Access to European Humanities and AI Research Tools
Oxford, UK – Dec, 2025 – Zendy, the AI-powered research library, and Casalini Libri, one of the leading providers of European scholarly content and library services, have signed a partnership agreement to expand access to high-quality academic research in the humanities and social sciences. This strategic collaboration will make Casalini Libri’s extensive collection of European scholarly publications, including academic journals, monographs, and specialist research outputs, available on Zendy’s platform. The content will be discoverable through ZAIA, Zendy’s AI research assistant, helping librarians, researchers, students, and academic institutions worldwide find and engage with relevant European scholarship more efficiently. With over 800,000 users across 191 countries and territories, Zendy continues to grow as a trusted destination for discovering academic knowledge. By integrating Casalini Libri’s content, Zendy strengthens its mission to improve access to regionally significant scholarship and ensure that important European research is more visible, searchable, and widely used. Casalini Libri is internationally recognised for its deep expertise in European humanities and social sciences, with a particular focus on Southern Europe and broader continental scholarship. Through this partnership, these resources will reach a wider global audience, helping address long-standing discoverability challenges faced by non-English academic content. The collaboration also reflects Zendy’s commitment to linguistic and regional diversity in research. In a scholarly ecosystem where English-language publications dominate, increasing access to European research traditions is essential for a more balanced and representative academic landscape. Zendy users will now be able to explore Casalini Libri’s content seamlessly on the platform, supporting teaching, research, and interdisciplinary work rooted in European intellectual traditions. Together, Zendy and Casalini Libri aim to increase the global reach and impact of European scholarship. For more information, please contact:Lisette van KesselHead of MarketingEmail: l.vankessel@knowledgee.com About Zendy Zendy is an AI-powered, mission-driven, trustworthy research library dedicated to increasing the accessibility and discoverability of scholarly literature, particularly in the global south and underserved regions. The platform currently serves over 800,000 users across 200+ countries and territories, offering a comprehensive collection of academic journals, books, and reports to empower researchers, educators, and students. Zendy also provides AI tools, including its research assistant ZAIA, to help users read, analyse, and summarise academic content more efficiently. Website: https://zendy.io About Casalini Libri Casalini Libri is a leading supplier of European scholarly publications and library services, specialising in humanities and social sciences research. For decades, Casalini Libri has worked closely with publishers, libraries, and research institutions to curate, distribute, and preserve high-quality academic content, supporting the global exchange of European scholarship. .wp-block-image img { max-width: 85% !important; margin-left: auto !important; margin-right: auto !important; }
Zendy and WT Cox Partner to Expand Access to Scholarly Content for US Libraries
Oxford, UK – Dec, 2025 – Zendy, the AI-powered research library, and WT Cox, a leading US provider of library content, subscription management, and collection services, have signed a partnership agreement to expand access to scholarly research for academic and institutional libraries across the United States. This strategic collaboration will enable libraries working with WT Cox to benefit from Zendy’s extensive digital research collection and AI-powered discovery tools, supporting researchers, students, and faculty with broader, more affordable access to academic literature. With more than 800,000 users across 200+ countries and territories, Zendy continues to grow as a trusted platform for discovering and working with scholarly content. Through this partnership, WT Cox will support US libraries in offering Zendy as part of their digital collections, helping institutions address rising content costs while expanding access to high-quality research. WT Cox has a long-standing reputation for supporting libraries with flexible subscription models, personalised service, and deep expertise in academic collection development. By partnering with Zendy, WT Cox strengthens its ability to meet evolving library needs in an increasingly digital and research-driven environment. The collaboration reflects a shared commitment to supporting libraries as critical gateways to knowledge. As libraries face increasing pressure to provide wider access to research with limited budgets, solutions that combine scale, affordability, and intelligent discovery are becoming essential. Zendy users accessing content through participating libraries will benefit from advanced search, AI-assisted research tools, and a growing collection of scholarly publications across disciplines. Together, Zendy and WT Cox aim to support US libraries in delivering more accessible, discoverable, and sustainable research services to their communities. For more information, please contact:Lisette van KesselHead of MarketingEmail: l.vankessel@knowledgee.com About Zendy Zendy is an AI-powered research library dedicated to improving the accessibility and discoverability of scholarly literature, particularly in the global south and underserved regions. The platform serves more than 800,000 users across 200+ countries and territories, offering access to millions of academic journals, articles, and research outputs supported by AI-driven research tools. About WT Cox WT Cox is a leading US-based provider of library subscription services, collection management, and digital content solutions. Serving academic, special, and research libraries, WT Cox supports institutions with tailored services designed to simplify access to scholarly resources and support evolving research needs. .wp-block-image img { max-width: 85% !important; margin-left: auto !important; margin-right: auto !important; }
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