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 benchmarked where you actually stand. No scored baseline means no way to justify the investment or measure what it changes.
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 scores readiness across every function and identifies where time goes, where friction is, and what's realistically automatable - giving you a benchmark you can act on and track.
Evidence-backed findings: which use cases have real potential, where adoption will stick, and where it won't - grounded in how people actually work.