Explainable, source-linked, and honest about uncertainty.
You should never wonder why we recommended something.
The roadmap engine
We normalize your profile, identify non-negotiable requirements (deadlines, prerequisites, gates), separate them from strategic development areas, map dependencies, score priorities against your time and grade level, and place tasks on a calendar with a strict active-work limit. When you complete work or add new information, we recalculate — not from scratch, but respecting what you've already committed to.
University matching
We match on program fit (course structure, teaching style, majors available), admission fit (realistic given your profile), personal fit (location, size, culture), and financial fit (published cost + your family's financial context). We show gaps you'd need to close, not just a ranked list.
Source of truth
Every admissions fact in our database has a source URL, a source type, and a verification date. Facts older than the freshness window for their type get flagged for re-verification. When we're not sure, we say so.
Fact vs strategy vs uncertainty
Our AI is trained to distinguish these categories in every response. A fact carries a source. A strategy is our recommendation given your context. Uncertainty is called out — never smoothed over.