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AI in the School Library: Refinement, Not Replacement

Feb 13, 2025

AI in the School Library: Refinement, Not Replacement

Artificial intelligence (AI) is reshaping nearly every aspect of education, and school libraries are no exception. But will AI replace the traditional library experience, or will it refine it? The reality is that AI offers libraries a new level of organization, allowing librarians to take a step back from routine tasks so they can focus on more demanding activities, such as fostering literacy, compiling resources, and engaging with the school community.

For district leaders and IT decision-makers, the question isn’t whether AI belongs in libraries but how to include it in ways that support strategic goals. AI-powered tools are already operating library management, personalizing learning, and offering new elements into resource usage. The key is using AI to enhance – not overshadow.


Boosting Productivity Without Replacing People

Libraries serve as areas of learning, research, and collaboration. While AI can support many aspects of library operations, its real value lies in limiting administrative burdens and improving access to information.

Consider resource management – an area where AI is making significant strides. School districts are responsible for tracking thousands of materials, from textbooks and technology devices to classroom books and digital resources. AI-powered systems make inventory management easier by minimizing losses and offering automatic data reporting.

This is where Follett Destiny® AI: Data Assistant is making an impact. By including smart automation in library workflows, Destiny AI automatically categorizes resources, predicts demand based on usage trends, and assists in inventory management. These AI-driven efficiencies free up valuable time for librarians while ensuring that resources are distributed where they are needed most.

Shannon McClintock Miller, librarian leader and Destiny AI-enthusiast shares her support: “not only is it great information for us as librarians, but it’s also really fun to be able to just show that to and celebrate that with your kids.” AI helps develop relationships between students, reading, and librarians.

Smart search and discovery tools also offer an immediate impact. AI-powered platforms can analyze search patterns and reading histories to recommend relevant books and digital resources to students and staff. With Destiny AI predictive search capabilities, students and teachers receive recommendations, making it easier to discover materials that support the curriculum and individual interests.

Automation doesn’t mean elimination – instead, it shifts focus. With AI managing tedious cataloging or inventory tasks, librarians gain time for more meaningful work, such as collaborating with teachers to support curriculum goals or guiding students in research skills.


Strengthening Engagement Across the School Community

AI has the potential to enhance how librarians connect with students, teachers, and families. Today’s AI-driven platforms offer data-driven insights that help educators and administrators make informed decisions about library collections and programming.

For example, usage analytics can reveal which resources are most popular, identify gaps in collections, and track engagement trends over time. Destiny AI analytics dashboard provides real-time insights into circulation patterns, digital content usage, and student engagement.

AI is also improving communication and outreach. Chatbots and virtual assistants can answer frequent questions, assist with book recommendations, and provide guidance on research strategies – allowing librarians to extend their reach beyond school hours. With Destiny AI intelligent assistance, students and staff can receive real-time support, helping them locate resources without waiting for in-person help.

At a broader level, AI can support district-wide library strategy by helping leaders make decisions about funding, digital transformation, and access to resources. By analyzing borrowing trends, AI can make sure that every student has access to the right materials.


Implementing AI Responsibly in Library Strategy

While the benefits of AI in libraries are clear, smart implementation is key. District leaders and IT teams should consider:

  • Alignment with Educational Goals: AI should serve instructional and literacy objectives, not just operational efficiency.
  • Data Privacy and Security: Student search histories and borrowing records require strong protection.
  • Flexibility and Integration: AI tools should easily connect with existing library systems and district-wide platforms.
  • Ongoing Training and Support: Librarians and educators need guidance on leveraging AI effectively. Destiny AI offers built-in learning tools and onboarding support to help library teams make the most of its capabilities.

Adopting AI in school libraries isn’t about replacing librarians – it’s about giving them more time to focus on what matters most: supporting student learning, fostering a love of reading, and building strong community connections.

Libraries have always evolved. AI is simply the next step in making them more impactful than ever.

Interested in learning more about Destiny AI? Book a demo today.