01
Exact title first
We start with your real title and specialty so the system is less likely to flatten your work into broad labels.
Conversational Onboarding Assessment
Get an AI roadmap based on your actual job, not a generic quiz bucket.
This assessment is designed to understand who you are, what you actually do, where the friction is, and what AI should help with first. We use that to generate a role-aware path with clear priorities and a staged roadmap.
02
Workflow context next
We ask what you actually do, where the friction is, and what the roadmap should optimize for first.
03
Roadmap, not vibes
You get a first path with current focus, next step, and later-stage direction instead of generic AI advice.