For institutions
From individual insight to institutional intelligence.
Schools, universities, career centres and employers get more than assessments — they get a cohort intelligence layer that turns thousands of individual profiles into actionable, aggregate insight.
Schools & career centres
- · Cohort dashboard: interests, aptitudes, subject-choice alignment
- · Counsellor caseload view with priority alerts
- · Parent-communication templates & reports
- · Longitudinal tracking from Year 6 → university
Higher institutions
- · Course-fit mapping and programme demand forecasting
- · Employability profiling for graduate outcomes
- · Integration with career services, admissions and alumni engagement
Employers & L&D
- · Transferable competency inventories
- · Internal-mobility pathways
- · Career-transition and reinvention programmes at scale
Governments & NGOs
- · Youth-employment and workforce-development analytics
- · Equity dashboards across gender, region, socio-economic status
- · Impact reporting to funders and policymakers
Deployment in four weeks
Week 1
Stakeholder discovery · norms selection · branding & language setup
Week 2
Roster upload · counsellor / coach onboarding · pilot cohort launch
Week 3
Assessments completed · AI Coach sessions begin · early reports shared
Week 4
Cohort dashboard review · institutional debrief · scale-up plan