Fit Intelligence Engine
The engine reads what a student tells Ora, the assessment reports they choose to upload, and what they say matters to them — then works out each side of fit from named inputs, using weights we can show you and change rather than weights learned from anyone's data.
Data Engine Architecture
How data flows through our system
What you tell Ora
Conversation, and the stories
Assessments you upload
Big Five, RIASEC, CliftonStrengths
Lifestyle/Environmental
Preferences and needs
Fit engine
Named inputs, weights we can show you
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Unified Thrive Profile
Thrive Profile Data Model
Every student receives a comprehensive profile with standardized dimensions
The six sides of fit
Learning
How you like to be taught and how you work best
People
Who you want around you, and how social you want it
Place
Where you'd feel at home: size, city, distance, weather
Values
What matters to you and what you won't trade away
Future
What you're aiming for, even if it's rough
Support
The help you'd want nearby, from tutors to family
Integrating with your platform
There is no partner API yet — nothing for another platform to call. What exists today is narrower: a student can share a read-only page of their Thrive Profile by link and revoke it whenever they like, and can download their own data as JSON. We have not built an integration with any counselling platform — if you run one, we would like to talk about the first.
Security & Compliance
No third-party tracking
Enterprise-grade security and privacy protection
Deletion on request
Enterprise-grade security and privacy protection
Reproducible scoring
Enterprise-grade security and privacy protection