Data AnalysisAugments Human LaborVerified
Reviewed and published by trentmaziarz, March 23, 2026. Discovered and drafted by our automated research pipeline.
OverDrive uses AI to analyze how ebooks and audiobooks circulate across library systems and help librarians decide which licensing model to use for each title. This builds on OverDrive's existing Insights analytics dashboard, which has been available to libraries since around 2015.
Details
According to Library Journal's 2024 reporting, OverDrive applies machine learning to transactional data — records of which titles are borrowed, by how many patrons, and under what conditions — to give librarians guidance on the most cost-effective licensing approach for individual titles. OverDrive offers several licensing models including One Copy/One User, Cost Per Circ, Simultaneous Use, and OverDrive Max bundles, and the AI layer is designed to help libraries balance access and budget by predicting the lifecycle value of each title. This capability supplements the existing rule-based OverDrive Insights platform, adding predictive capability on top of historical reporting.
Products affected
OverDrive Marketplace
Sources & Evidence
Other practices by OverDrive, Inc.
OtherIn March 2026, OverDrive hired Marc DeBevoise as its new president. DeBevoise previously led AI-driven product development at a video technology company, and his appointment signals a continued strategic focus on expanding AI across OverDrive's products.OtherOverDrive filed a federal lawsuit against OpenAI in 2025, arguing that OpenAI's use of the name "Sora" for its AI video generator causes harmful confusion with OverDrive's Sora student reading app, which has served K-12 schools since 2018.OtherOverDrive published a formal policy in 2025 laying out how the company intends to use AI responsibly across its products. The policy covers privacy, environmental impact, intellectual property, and what uses of AI the company permits and prohibits.
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