CAPABILITIES AND INTEGRATIONS
Case studies need permission. The technology we use does not.
Capabilities, engines and integrations that actually run in the systems we build. Every line below is live in a product.
Artificial intelligence
Grounded advisors: models that call tools, refuse unsupported claims and stay in the user’s language. Numbers come from deterministic code; the model only explains the reasoning.
- Multi-turn, tool-calling advisor interface
- Grounding layer that prevents hallucination
- Deterministic scoring paired with model explanation
- Refusal of unsupported institutions and claims
Assessment engines
Inventory and exam infrastructure: question bank, scoring, result report and recommendation generation run on one line.
- RIASEC interest inventory
- DISC behavioural inventory
- Mock exam engine and question bank
- Preference and matching bot
Data
Clean, schema-backed data pools compiled from official sources. Match rates are computed deterministically on top of them.
- 1,200+ universities and 10,000+ programme profiles
- Scholarship and funding database
- Cost-of-living reports for 18 cities
- Transparent eligibility assessment
Identity and access
Passwordless sign-in, per-application consent and single sign-out. Identity sits at the centre, authorization stays in the application.
- Our own identity provider (one-time codes + OAuth)
- Sign in with Google
- Per-application consent and revocation
- Onboarding and consent flows
Payments and membership
Payment integration, tiered membership and shared accounts; billing and access run from the same model.
- Payment provider integration
- Premium and tiered membership
- Family and group accounts
- Ambassador and referral programme
Multilingual and RTL
Right-to-left languages including Arabic and Persian work through logical CSS properties, not patches. One markup, two directions.
- Full content in four to eleven languages
- Arabic RTL with zero RTL-specific patches
- Honest per-locale hreflang
- Locale-aware number and date formatting
Platform and operations
The part that scales is the part you never see: caching, queues, search indexes and the deployment pipeline.
- Version-keyed derived-data cache
- Email queue with retry
- Dynamic sitemap and structured data
- Asset optimisation and one-click deployment
- Audit log and notification sync