Most AI automations don’t fail because the tools are bad. They fail because they’re not designed to be useful, adopted, and reliable inside existing workflows. In this talk, I’ll walk through the most common design mistakes, explain why automations end up unused, and share a framework and checklist for delivering automation that actually creates value in production and run reliably.