01
The difficult problem
Students made high-stakes stream choices with limited evidence and little context from their own cohort.
← All systemsSpecialized Intelligence
Career-readiness intelligence
CareerCompass
A school-based career-readiness platform combining aptitude, interest and a guided spoken interview.
PlatformResearchAutonomous
The brief
Built around the hard part.
02
The intelligence built
Consent-gated assessment and interview signals produce deterministic, role-specific reports and cohort percentiles.
SectorEducation ↗
System architecture
How the system works.
The model is one layer. The value comes from connecting inputs, intelligence and production action as one accountable system.
- 01
Consent and roster
Acquire and structure the operating signal.
- 02
Assessment and interview
Transform it through the model, rules and control layer.
- 03
Scoring and reports
Deliver a decision, artifact or action into production.
In production
Where it runs.
Deployment
Five tailored experiences for students, guardians, schools, counsellors and staff.
What it changes
Every recommendation is contextual, reviewable and designed for a family decision.
Production stack
- React
- FastAPI
- PostgreSQL
- Whisper
- Deterministic scoring