Not one chatbot. A crew of six — inside every lesson.
Most platforms bolt on a single chat box. We give every learner a team that ships outcomes with them. Africa-first, multilingual, accountable.
Explainer
Plain-language unpacking of any concept — at the learner's level, in their language.
Drafter
Tight ≤120-word drafts: emails, proposals, security memos, customer replies.
Localiser
Switch fluidly between English, Swahili, Shona and French — not translation, native re-expression.
Researcher
Retrieval across the learner's own course material, every claim cited to its lesson chunk.
Coach
Socratic guidance toward the Quick Win — suggestions only, never finishes the assignment for you.
Builder
Runs code in a sandbox, opens a notebook, returns artifacts. Python · JS · SQL · R.
Useful is not enough. It must be accountable.
We govern cost, latency, privacy and accuracy as first-class product surfaces — not afterthoughts.
≤ $0.08 per interaction
Transparent cost governance with per-user quotas and 80%-of-budget alerting.
Fast first token
Streaming start ≤ 1.2s · p90 < 8s · p95 ≤ 12s.
Human-in-the-loop
Refusal patterns, citations, instructor review — never autonomous high-stakes decisions.
Privacy-first
PII redaction on Copilot logs (≤ 90 days). Resumes retained ≤ 12 months post-closure.
Enrolment-scoped retrieval
The crew only sees what you're enrolled in. No data crosses cohorts.
Push-to-talk
Voice tutor in EN/SW/SH for low-bandwidth, mobile-first learners.