All of OverDrive's engineering, product, and development staff use AI tools as part of their daily work. These include tools for writing and reviewing code, summarizing meetings, analyzing data, and creating design assets. CEO Steve Potash confirmed this in 2024.

In an August 2024 interview, Potash stated that 100% of OverDrive's engineering and product teams had adopted AI tools internally. Named tools include GitHub Copilot for code generation; Salesforce Einstein AI for analyzing circulation and collection trends; Amazon Bedrock for building internal generative AI applications; Amazon QuickSight Q for business data analysis; Zoom AI Companion for meeting transcription and summaries; and Adobe Firefly, Microsoft Copilot, ChatGPT 4, and DALL·E for design and analytics tasks. This represents a comprehensive internal adoption strategy spanning code, communications, data, and visual design.