1. Profile map
We map GPA context, testing status, projects, research, internships, activities and school constraints into one admissions view.
Approach
Structured AI, reviewed by admissions judgment.
The workflow is built to make recommendations explainable, auditable and useful in a real counselling conversation.
2. Fit and selectivity bands
Programs are grouped by academic suitability, evidence match, selectivity pressure and workload cost.
3. Storyline design
Each application needs a reason to believe. We define the academic and career argument before essay drafting begins.
4. Calendar control
The shortlist becomes a deadline map with recommendation, essay and document milestones.
No black-box admissions promises.
Outputs are decision support, not guaranteed outcomes. The final recommendation depends on current university rules, document evidence and adviser review.