Working on AI project and portfolio management upgrades

This sounds like an intriguing initiative, Brad. Numerous organizations are moving past basic AI implementations and are in search of solutions that can tackle genuine project management issues such as identifying risks, optimizing resources, forecasting schedules, and supporting decisions. Your emphasis on integrating AI into workflows directly, rather than merely adding a chatbot layer, is especially fascinating. I would love to see how these features work with current PM tools and how you intend to strike a balance between automation and the governance and control needs that enterprise PMOs typically require. Best wishes for the development and beta testing phase.