Reach Rail
USSD/SMS onboarding + WhatsApp micro-lessons + offline-first learning packs through hubs.
Coverage
Rural-ready
Access
Low data
Language
Local + EN
GovTech Missions — One Million Coders Execution Layer
One Million Coders, but built for outcomes.
AIforGhana can power the missing execution layer: low-bandwidth access, retention analytics, and a projects-to-jobs pipeline that turns training into real civic systems shipped with proof.
The 4 Rails
Retention Rail
Early-warning engine for dropouts: attendance + quiz velocity + inactivity triggers → nudges and mentor tasking.
Signal
Engagement
Action
Mentors
Result
Completion
Outcome Rail
GovTech Missions marketplace: real public-sector tasks learners complete — dashboards, forms, APIs, and reporting tools.
Projects
Shipped
Proof
Artifacts
Jobs
Pipeline
Transparency Rail — Control Room
A live dashboard that tracks: registrations → active learners → completions → certifications → projects shipped → internships/jobs. Heatmaps, dropout risk clusters, cost-per-completion, and weekly executive briefs.
8–12 Week Pilot (Fast Proof)
Weeks 1–2
Data dictionary + learner flow + hub ops. USSD/WhatsApp onboarding. Control Room v0.
Weeks 3–6
Retention engine + mentor queue + missions marketplace. First cohort ships 10–20 micro-projects.
Weeks 7–12
Credential verification + employer pipeline. Weekly briefs. Scale readiness and rollout playbook.