Reports suggest that many artificial intelligence pilot projects fail to move to production, with some citing a lack of proper planning and governance. The use of a playbook or security framework may be key to successfully scaling ai initiatives. However, the specifics of what contributes to this failure, and how to overcome it, are not entirely clear, with various factors such as data maturity and governance readiness being mentioned.