The board wants an AI roadmap but you don’t know how 500 people actually work. Workshops give you opinions, not reality.
You’re about to commit $5M to an AI platform but you haven’t validated whether the use cases actually justify it.
Your AI pilots keep failing because you picked workflows that looked automatable from the outside but weren’t in practice.
Map the processes, workflows, and pain points you need to understand before committing to a direction.
Capture how work actually happens today from every stakeholder group – not just the loudest voices in a workshop.
Platform identifies where time goes, where friction is, and what’s realistically automatable versus what only looks that way.
Evidence-backed recommendations: which use cases, in what order, with what ROI – grounded in how people actually work.