Trust & safety

An AI tutor you can question — and audit

Most AI study apps ask you to trust a black box with your child's education. Sabi was built the other way round: every answer is grounded, scored, reviewable and visible to parents. Here's exactly how.

The journey of an answer

Five checks between a question and your child

  1. Grounded in the official syllabus

    Shine doesn't answer from thin air. Every explanation is anchored to the official WAEC, NECO or JAMB syllabus for that subject and topic — the same documents examiners set questions from.

  2. Confidence is scored — and shown

    Each answer carries a confidence level, visible right in the conversation. High confidence means strong syllabus grounding; anything less is labelled honestly instead of delivered with false certainty.

  3. Unsure means saying so

    When Shine can't ground an answer well enough, it says "I'm not certain" and shows what it does know — because a wrong answer delivered confidently is the worst thing you can give a student before an exam.

  4. Experts review the content

    Learning content is reviewed by human experts in their domains — teachers and subject specialists empowered with AI tools — and low-confidence or sensitive answers are routed to human review too. AI does the scale; people set the standard.

  5. Everything leaves a trail

    Every answer records where it came from and how it was checked. Parents can review any conversation, and one tap reports a problem straight to our team.

The household model

Consent isn't a checkbox. It's the architecture.

A Sabi account starts with a parent, not a child. Guardians create the household, add each learner, and grant informed consent for exactly what Sabi may collect and do — per child. Children never need their own credentials; the guardian's trust is the root of everything. Withdraw consent and it takes effect immediately, everywhere.

  • Guardian-created accounts — children hold no credentials
  • Per-child, plain-language consent choices
  • Sibling profiles on shared devices, cleanly separated
  • Every conversation reviewable by the guardian
  • Consent changes apply immediately

Your data

Three promises we can be held to

Minimal by design

We collect what tutoring genuinely needs — no more. No selling data, no advertising profiles, ever.

NDPR-aligned

Handling follows the Nigeria Data Protection Regulation: purpose-bound collection, secure storage and clear accountability.

Yours on request

Ask for a copy of your family's data, or ask us to delete it. Either way, it's your call — and it's honoured.

The full detail lives in our privacy policy — written to be read, not skimmed past.

Early access

Trust is earned. Let us start earning yours.