Expansion Roadmap & Technology Milestones
Predictability is essential for teams building on developer infrastructure. Track our committed examination delivery cadences, our progressive 4-stage pedagogical enrichment pipeline, and our upcoming curriculum-synthesized testing engine.
Deploying ~20–25 subject years monthly to complete all core UTME papers by Dec 31, 2026.
Commencing January 2027 across Senior Secondary (SSS 1–3) national curriculum syllabi.
Syllabus-grounded, unexhaustible practice items now in developer sandbox preview.
Dataset Expansion & Enrichment Milestones
We scale our assessment infrastructure on a predictable monthly cadence. Review our target examination timelines, our 4-stage enrichment pipeline, and our upcoming curriculum-synthesized testing engine.
100% Comprehensive JAMB UTME Coverage
Our content and engineering pipelines are dedicated to completing comprehensive coverage across all core UTME subjects up to the 2026 examination cycle. We recently verified and added 29 subject years, and we are shipping approximately 20 to 25 examination years monthly.
- Monthly delivery cadence of 20–25 verified examination papers
- Full coverage across STEM, Commercial, and Humanities subjects
- Rigorous LaTeX mathematical formula and scientific diagram rendering
- Immediate Stage 1 availability with asynchronous progressive enrichment
WAEC / WASSCE Syllabus Ingestion & Deep Backfill
Transitioning the primary ingestion pipeline to West African Senior School Certificate Examination (WASSCE) past series. Systematically backfilling multi-decade archives across Senior Secondary (SSS 1–3) syllabi.
- Systematic multi-year historical and modern paper backfilling
- Senior Secondary (SSS) national curriculum taxonomy mapping
- Cross-regional syllabus alignment for West African candidates
- Automated Bloom's cognitive difficulty scoring across theory & objectives
Curriculum-Synthesized Assessment Datasets
Solving past question exhaustion in test preparation. Original, unexhaustible examination items generated directly against national curriculum learning objectives, complete with verified ground truth keys and Socratic explanations.
- Zero question exhaustion: unlimited fresh practice questions for students
- Strict node-by-node mapping to WAEC and JAMB curriculum learning objectives
- Explicit provenance tags (`source: synthetic`) to preserve data transparency
- Calibrated Bloom difficulty and step-by-step worked solutions out of the box
How Every Question Evolves (Stages 1 through 4)
We decoupled raw ingestion from deep enrichment. Newly added questions become immediately queryable at Stage 1, while background enrichment workers progressively elevate questions to full pedagogical maturity.
Normalized question text, sanitized LaTeX, standard options (A–E), and verified answer keys published with zero latency.
Asynchronous classification into hierarchical curriculum nodes: Subject → Theme → Topic → Subtopic.
Empirical Bloom's taxonomy rating (Remembering to Creating) and discriminatory index calibration.
Step-by-step Socratic explanations, fundamental concept breakdowns, and misconception traps.
Need a specific subject or examination year prioritized?
Building for an upcoming academic term or mock exam cycle? Tell us which subjects or year cohorts are critical to your launch roadmap. We factor partner requests directly into our monthly ingestion queues.
Start building your assessment engine today
Every newly verified paper is available immediately at Stage 1 across our versioned REST APIs. Get started with 1,000 free monthly credits.