Hi — I'm the Aago AI & Automation Consulting Companion. You're on the direct engagement path, so I'll qualify whether there's enough implementation context for operator review before any assessment or research agent work starts. Let's start with the core problem. Describe the workflow you want implemented or improved — what's happening now, how often, and what it costs if left unfixed.