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Librarian Futures Part IV: AI Is in Student Workflows—Is Your Library? July 25, 2025

As AI becomes a staple in academic workflows, students are embracing tools like ChatGPT, Claude and Microsoft Copilot for tasks such as summarizing resources, drafting essays and exam preparation. But while generative AI is transforming how students learn, it’s also introducing new pressures and uncertainty—especially around academic integrity, mental wellbeing, and finding trustworthy guidance.

The latest Librarian Futures Part IV report, Librarian Leadership on the AI Frontier, confirms what many librarians already suspect. Most students feel overwhelmed (57% report feeling this way often or very often), but few are turning to the library for help. Only 17% of students would turn to a librarian for AI guidance. Even fewer (8%) report having received guidance from librarians on how to use AI in their studies. How can academic librarians play a vital role in guiding students and researchers with the responsible use of AI and embed the library into emerging AI workflows?

Librarian Futures Part IV, Librarian Leadership on the AI Frontier, draws on global surveys of 1000 students and 300 librarians

Download the report.

Discover the ways that institutions have used Lean Library, a trusted tool which streamlines access to library resources, to bridge this critical gap and bring the expertise, support, and services of the academic library directly into students’ workflows. Here’s how:

1. Communicating Key Library Messages on AI to Students

The latest Librarian Futures report found that students use multiple sites to find research in addition to the library website; 67% use Google, 55% use ChatGPT and 44% use Google Scholar. Instead of expecting students to seek out the library for help, Lean Library meets them where they are with Assist Messages (personalized messages from the library for users). For example, Lean Library can deliver a message through the pop-up with citation advice when students are browsing ChatGPT, or link to the library’s AI policy when students start their research on AI websites.

One library has deployed Assist Messages on multiple AI platforms including Perplexity, ChatGPT, Claude and Microsoft Copilot to direct students to the library guidance and policy around using these tools responsibly and ethically.

 

 

An example of an Assist Message which directs students to Claude guidance

2. Directing Students to Free, Trusted Courses on AI Digital Literacy

Many students want help using AI responsibly but don’t know where to turn. Librarian Futures Part IV shows students are far more likely to trust an AI tool if it’s recommended by their library, yet they rarely receive that guidance.

One way for librarians to teach students how to use AI tools effectively is by directing them to free, trusted courses on AI digital literacy. For example, the Sage Campus and Lean Library integration surfaces the short online course, The Art of ChatGPT Interactions, to students and researchers when they are in locations within the OpenAI.com domain. The course was designed by AI expert Dr Leo. S Lo, Dean of the College of University Libraries & Learning Sciences at the University of New Mexico.

The Art of ChatGPT Interactions online short course, designed by AI expert Dr Leo. S Lo

This means students can learn about using AI effectively, improve their prompt engineering and achieve outcomes for their studies and research, without their workflow being interrupted. The library recommending free, trusted courses to students, created by librarians, mitigates the risk of the students picking up incorrect guidance as there are multiple AI courses available. This aims to reduce student stress and improve AI and research outcomes, whilst positioning the library as the go-to source for AI guidance.

Find out more about the Sage Campus AI course and how University of Phoenix have combined Lean Library‘s iFraming technology with Springshare’s LibGuides integration.

3. Deploying AI Guidance to Students Within Their Workflow

A fascinating finding from the report is that 27% of students wouldn’t look to anyone at their institution for AI guidance—more than those who would turn to a librarian (17%). Libraries have written multiple AI guides and resources for students, but how can they make sure they’re being shown to students at the point-of-need and not hidden on a library website?

With Lean Library, Library Guides or LibGuides (via Lean Library’s integration with Springshare), onboarding and instructional materials can be deployed on any academic resource or website to reach users right when they need it. This means the guidance is visible on sites such as Google Scholar, publisher websites, or even ChatGPT, rather than students searching for it.

An example of Lean Library surfacing a Library Guide directing students to the Sage Campus AI course

Check out how Utah State University have embedded LibGuides in student workflows, increasing usage of a LibGuide by 450%.

4. Reducing Student Stress by Simplifying Access

Librarian Futures Part IV highlights that one of the few areas where students do turn to librarians is for getting access to resources—something Lean Library excels at. By removing barriers to access and improving discoverability of legitimate, library-provided materials, Lean Library helps students spend less time hitting paywalls and more time doing meaningful work.

Streamlining access has many positive benefits including reducing academic stress, especially for students juggling deadlines and unclear institutional AI policies. University of Hertfordshire adopted Lean Library to make it easier for students to find and access both library-subscribed materials and Open Access resources.

 

“There’s the risk if you don’t provide easy routes to access things legally, then potentially people may decide to do things via routes that increase risk to the institution—things that open you up to a cybersecurity risk. It was also part of a risk management strategy: let’s make this as easy as possible so they don’t try and do something that opens their own device to risk or an institutional device.”

Rebecca Scott, Project Manager, University of Hertfordshire

 

Read more about University of Hertfordshire’s case study.

5. Promoting the Human Side of the Library

Finally, librarians can feel empowered to personalize their presence with the Lean Library Library Chat (LibChat) feature. The LibChat integration allows librarians to deploy their live chat service to patrons.  This can be very helpful for students when they face a challenging situation and want targeted support without having to go to the library’s contact page to find it.

As 60% of students said they would rather hear from the library only ‘when and where they need it’, and 53% of GenZers say they feel more comfortable communicating online than in person, this kind of humanized, live-action support can reestablish the librarian as a trusted partner in learning.

An example of a Lean Library pop-up showing students directed to Library Chat, Services Desk and Help Centre

In Summary

The Librarian Futures Part IV report makes it clear: students trust their librarians, but they don’t always think to turn to them. Lean Library helps change that. By embedding the library where it’s needed most—in the student workflow and on AI sites students use to begin their research—Lean Library not only supports academic success but also reduces stress and builds confidence in the AI age.

Let’s meet students where they are and bring AI guidance to them directly in their workflow, rather than have students look for AI access and support elsewhere.

 

“It is important to balance the benefits of AI with responsible usage, both in our professional practice and in effectively guiding students through this rapidly changing landscape. By promoting digital literacy, librarians play a key role in helping students effectively use and assess AI-generated content in their academic work and beyond.”

PJ Purchase, University Librarian and Director of University Library, University of Phoenix

 

Find out more about Lean Library.

If you’d like to hear more or receive a product demo, get in touch.

Regent College London adopts Talis Aspire and Lean Library to Maximise Student Success July 24, 2025

Regent College London (RCL) are partnering with Technology from Sage to implement Talis Aspire and Lean Library. This will provide the college’s 10,000 students with streamlined access to library holdings via Talis Aspire, an integrated resource list management system.

RCL offers Higher National Certificates, foundation year routes, foundation degrees, bachelor’s degrees, top-up degrees and master’s degrees in a wide array of subjects, with a focus on employability and developing in-demand skills. The RCL community welcomes students with varying degrees of qualifications and levels of confidence using technology. Students had previously experienced issues with accessing library resources for their courses. Talis Aspire provides a solution by taking the onus off students with centralised course materials readily available via the library – saving students time and money.

Reflecting on this exciting partnership, Chris Baldwin, Director of Digital Academic Strategy at RCL, commented:

 

“Access to the right learning materials at the right time is essential for student success. We’re excited to launch this partnership, which will empower our students and enrich the overall educational experience we provide.”

 

In addition, adopting Lean Library will integrate library collections and services directly into student online workflows via the browser extension. RCL’s implementation of Lean Library will alleviate research obstacles for students and provide them with access to both library-subscribed materials and Open Access papers at the point-of-need.

By adopting Talis Aspire and Lean Library, students will have simplified access to course materials and will be able to navigate clearly structured resource lists for their studies. This aligns with RCL’s commitment to put the student experience first and at the heart of teaching and learning.

Find out more about Talis Aspire. 

If you’d like to hear more or receive a product demo, get in touch. 

AI in Libraries: July Edition July 15, 2025

At Technology from Sage we believe that the right technology can remove barriers to knowledge. The AI in Libraries feature shares the latest AI developments for academic librarians and worldwide projects.

Read on for July’s edition, collated by Rajeh Shaikh, Product Manager at Sage.

Text says "AI in Libraries" and illustration has woman looking thoughtful with question mark speech bubble, search bar and other shapes around her

Recent AI Initiatives in University Libraries and New Research Assistant Tools

Wiley & Perplexity Launch AI-Enhanced Scholarly Search

On June 25, 2025, Wiley announced a new partnership with AI search platform Perplexity to bring its academic content (from nursing and business to engineering and education) into a conversational, AI-powered search experience. As Perplexity’s first education partner, Wiley ensures users get transparent, cited results from trusted sources. Pilots are already running at Texas A&M and Texas State, with more universities to follow. The initiative reflects Wiley’s commitment to responsible AI and student-first innovation.

Read the full story.

 


Johns Hopkins Libraries Explore Responsible AI Integration

Johns Hopkins Libraries announced ongoing initiatives to explore the use of artificial intelligence in academic research and learning. A new internal task force is examining ethical, privacy-conscious ways to incorporate generative AI tools, focusing on how they can support student success, enhance search and discovery, and respect scholarly values. The team is also hosting open conversations to shape a transparent, inclusive approach.

Read the full report.

 


Oxford, Cambridge & Paris-Saclay Unite for Global AI Research

University of Oxford announced the launch of the Entente CordIAle Paris-Saclay – Oxford-Cambridge AI Initiative, a major international partnership focused on ethical, sovereign, and world-class AI. This initiative spans collaborative research, joint thesis supervision, and industry engagement. Academic libraries of institutions involved in this partnership will be central to its success, managing AI-generated data, supporting research, and addressing ethical questions in scholarly communication.

Find out more.

 

Key Takeaways on Rethinking Student Engagement with Reading Lists July 15, 2025

Ken Chad, founder of HELibTech and director of Ken Chad Consulting Ltd, joined Technology from Sage’s Georgia Hajipieris, Product Manager, Talis and Matthew Weldon, Library Patron Consultant in conversation for a recent webinar: Rethinking Student Engagement with Library Resources: Collaboration, Annotation, and the Librarian’s Role.

We examined how educators can bring reading, annotation, and collaboration directly into course reading lists and showcased Talis Engage, the new feature within Talis Aspire and Talis CourseFlow.

The panel discussed perspectives on increasing collaboration in the classroom, sparking discussions and techniques to ensure reading lists go one step further with engagement.

Catch up on the webinar.

Read on for the key insights from the discussion:

 

1. Reading Lists Are Becoming Pedagogical Infrastructure

Reading list systems have grown from administrative tools into integral components of the learning experience. As Ken Chad noted, reading lists—especially in the UK—are now ubiquitous and increasingly embedded in institutional strategies around digital transformation. Unlike older models based on “course reserves,” modern reading list platforms allow librarians and faculty to curate, prioritize, and contextualize resources in ways that scaffold student learning.

 

“I now see reading lists as a really strategic solution that helps bridge the gap between librarians and academics and in a wider sense by blurring the boundaries between what we thought of as library technology and educational technology. And in fact, I think that’s really important.

[Reading lists] add also significant value to the role of librarians and can help raise their profile in the university as a whole, and not least in those terms of the digital transformation agenda I just mentioned. Reading lists clearly showed their value during Covid by helping students to get easy access to critical online resources for their courses.

Now we’re seeing a new phase of solution to solutions to enable students to better engage, collaborate, annotate reading lists resources.”

Ken Chad, founder of HELibTech and director of Ken Chad Consulting Ltd

 

For librarians, this shift opens up opportunities to engage more deeply with academics and to shape the way students interact with course materials. As Ken puts it, reading lists help blur the boundary between library technology and educational technology—making librarians critical partners in pedagogy.

2. Social Annotation Encourages Deeper, Collaborative Learning

Georgia and Matthew from Technology from Sage introduced Talis Engage, a new feature within Talis Aspire and Talis CourseFlow, that adds collaborative reading and social annotation tools directly into the reading list environment. Students can now highlight, comment, and discuss readings in real time—either publicly or anonymously—within the same platform they already use to access course materials.

Read more about Talis Engage in this blog post.

The Talis Engage feature enables faculty to upload lecture slides and additional learning materials into their lists.

This approach supports flipped classroom models, where students engage with materials in advance of class sessions. The panel emphasized how these tools mirror the kind of active learning and peer-to-peer interaction that drives deeper comprehension—especially in online and hybrid environments.

Notably, these features are customizable. Faculty can upload various file types (PDFs, images, lecture notes, even audio) and set permissions around commenting and downloading. For librarians, this means more centralized content management and better support for copyright compliance through integrations.

 

“Talis Engage will help drive engagement by having the ability to transform that reading list into more of a teaching and learning tool as well with an interactive space, enabling collaboration. Students and faculty can annotate materials together. It’s not just one person doing something on their own and then having the opportunity to come together. They’re doing that at the same time in real time and simplifies access.”

Georgia Hajipieris, Product Manager, Talis, Technology from Sage

 

3. Librarians Are Expanding Their Role in Teaching and Learning

The evolution of reading list systems reflects a broader trend: librarians are increasingly central to teaching and learning strategy. Matthew highlighted findings from the Librarian Futures series of reports, which shows that while librarians’ skills and services are deeply valued, they’re not always fully recognized or utilized—especially in institutional conversations around digital transformation.

 

“In our most recent report on the library and AI, we talk about how librarians with the full range of skills that are available to them really are kind of the natural people within the institution to pick up and lead on AI. That doesn’t necessarily mean buying AI, that doesn’t necessarily mean that the library suddenly has to find lots of money to pay for AI, but leading in that sense of here’s how you engage with it responsibly, here’s what you have to watch out for, here’s how to use it effectively if you are going to use it.”

Matthew Weldon, Library Patron Consultant, Technology from Sage

 

This presents both a challenge and an opportunity. As digital platforms become more embedded in the curriculum, librarians can assert their expertise in areas like instructional design, open access, digital literacy, and now, social learning. The key is visibility. As Matthew noted, “librarians are trusted, but not always approached.” Academic libraries that proactively market their value—to students, to faculty, and to senior leadership—will be better positioned to lead in this space.

4. Student-Centered Tools Drive Equity and Engagement

One consistent thread across the webinar was a focus on student-centered learning. Whether it’s making resources easier to access through the VLE, enabling quiet students to comment anonymously, or helping students annotate primary sources directly, the goal is the same: to meet learners where they are.

Talis Engage allows students to keep personal notes alongside public discussion threads, helping them revisit and reflect on material throughout the semester. This kind of integrated engagement encourages not just comprehension, but ownership of the learning process.

Final Thoughts

For academic librarians, reading lists are no longer just about making resources available—they’re about making learning happen. With new tools for collaboration, annotation, and seamless integration, tools such as Talis Engage are turning reading lists into dynamic hubs for engagement.

By embracing this shift, and by advocating for their evolving role in pedagogy, librarians can ensure they remain at the heart of higher education’s digital transformation.

Talis Engage Is Available Now

Talis Engage is available on request now for all institutions subscribed to Talis Aspire or Talis CourseFlow. Customers can contact support to enable Talis Engage for their institution. 

Get A Demo

Is your institution looking to boost library impact and enhance the student learning experience? Request a demo to see how the new Talis Engage feature works in Talis Aspire and Talis CourseFlow. If you’re not sure which solution is best for you, get in touch and we can guide you

Congratulations to our July Library of the Month, University of Leeds! July 11, 2025

Each month we select a Library of the Month to honor libraries who have been using our library technologies in interesting and innovative ways, from creating well-curated reading lists with Talis Aspire to driving usage of library content with Lean Library.

The winning library will be awarded a prize to share amongst their team or a donation to a charity of their choice as a way for us to say thank you.


This month’s winner is: University of Leeds

University of Leeds, based in Yorkshire, United Kingdom is part of the Russell Group of research-intensive universities and are renowned globally for the quality of our research and teaching. They educate nearly 37,000 students and their alumni network has grown to over 320,000 worldwide.

We’ve awarded them our Library of the Month Award for July, as they are great advocates for Lean Library, and have utilized Assist Messages to convey important library guidance to students. For example, Assist Messages have been set up on Perplexity, Claude, Copilot and ChatGPT, with nearly 8,500 views across the messages – providing students with guidance at the time they need it.

Black and white photo of inside of a library with Library of the Month logo

We asked Alison Hazelaar, Access & Acquisitions Manager: Metadata & Discovery at University of Leeds Libraries to tell us more about what winning Library of the Month means:

“We are thrilled to be Technology from Sage’s Library of the Month! It’s wonderful to have Lean Library helping our users connect easily with the content they need both on- and off-campus. It’s like a little bit of library magic happening behind the scenes.”

Congratulations to the team at University of Leeds!


 

Discover our previous winners below:

Could your library be next?

Join us next month to see who’s won.

Lean Library Launches New ‘One-Click to PDF’ Feature To Instantly Unlock Full-Text Content July 8, 2025

We are thrilled to announce the initial launch of Lean Library‘s One-Click to PDF feature, with the next phase launching later this year. The initial launch offers users one-click access to the full-text PDF of academic content via a widget on the library’s discovery layer — without requiring users to download the Lean Library browser extension.

Read on to learn everything you need to know about this exciting development, what’s coming in the next phased release, and how it benefits librarians, students and researchers.

Introducing One-Click to PDF: Simplified Access To Scholarly Content

Accessing library-subscribed scholarly resources has long been a challenge for researchers and students, especially as the majority of content discovery starts outside the library environment. When searching for content online, it can take students and researchers an average of 12 clicks to reach a full-text PDF of an article, costing them valuable time.

Lean Library is a trusted tool in streamlining access to library resources and delivering library services directly to users in their online workflows through its browser extension. Lean Library previously saved users up to 3 minutes per content search by streamlining authentication and access to library-subscribed content on publisher sites, where users then click to the desired content.

While this remains at the core of Lean Library’s offering, the new One-Click to PDF feature expands on this by instead taking users direct to the full-text article PDF (or HTML equivalent) in just one click. Furthermore, it does this without the need for the browser extension via a ‘Get PDF’ widget that can be injected on the library discovery system.

As a pioneer in access solutions for libraries, this development underscores Lean Library’s commitment to enhancing the visibility and usage of library resources. Whether through the trusted browser extension or the new ‘Get PDF’ widget, Lean Library removes barriers to knowledge by streamlining academic workflows and strengthening the library’s central role in supporting students and researchers.

Initial Launch: One-Click Access From The Library Discovery Layer

This initial launch provides Lean Library customer institutions with an injectable ‘Get PDF’ widget to embed on their library discovery layer. The widget is powered by an integration with GetFTR, which ensures high-quality and reliable linking with all major publisher content. It detects in real-time where an article PDF is available and displays a ‘Get PDF’ button that instantly downloads the article PDF for users in just one click. If a PDF isn’t available, users instead see a ‘Get Article’ button, which takes them to the publisher’s HTML version or landing page as the next best option.

This streamlines content discovery for students and researchers and saves them time from having to navigate between library discovery layers and publisher sites to get their hands on the actual full-text.

Get PDF button example:

Get PDF button example

Get article button example:

Get Article button example

The widget is initially available for Ex Libris Primo and Summon library discovery services. It will next support OCLC Worldcat and EBSCO EDS. Customer librarians will be able to access engagement metrics on click-through rates and successful downloads via the Lean Library dashboard shortly after launch.

Next Phases: Expanded Content Coverage And One-Click Access From The Browser Extension And Beyond

While the integration with GetFTR offers reliable PDF linking for all major publisher content, we plan to rapidly expand content coverage in the next phases of development. In addition, the ‘One-Click to PDF’ button will be made available within the Lean Library browser extension to streamline workflows of students and researchers who bypass the library discovery layer entirely and who prefer to start their content discovery online. Furthermore, we are looking to extend this to multi-search platforms like Google Scholar for the button to appear next to academic content in users’ search results — ultimately to meet students and researchers in their different preferred workflows.

Why Lean Library Developed One-Click To PDF

Benefits for Libraries, Researchers and Students

For academic libraries, One-Click to PDF will:

For students and researchers, One-Click to PDF provides:

Join Lean Library on this Journey

As Lean Library continues to grow and develop, we remain committed to streamlining the research experience by amplifying the value of academic libraries. If your institution wants to learn about, contact us.