While examples of AI implementations at digital-first organizations are fairly well known, less attention is paid to AI’s rise outside the software industry. This talk examines AI’s impact on the processes and bottom lines of non-digital organizations and outlines a pragmatic approach to AI adoption across projects ranging from solution-based deployments to enterprise-wide transformations.