CurioPilot features

Five pillars. Twenty-one features. One audit spine.

Everything CurioPilot ships, grouped by the rule it enforces. Every feature is either Live (in production) or on the public roadmap. Nothing on this page is aspirational.

Trust by design

Every AI decision is logged. Every consent state is enforced. Every parent can ask why and get a real answer.

TraceLayer

The audit spine. Every AI call writes to ai_decision_logs with student/activity IDs, model + usage, redaction report. 90-day TTL; 7-year audit retention.

“Why this?” card

Plain-language reason on every AI-recommended activity. Surfaces the redaction count + model used. Parent-facing.

Build-time PII attestation

Every AI route in the codebase must call redactForAi() before any payload reaches a model. Build script generates a committed attestation report; CI fails if a new route is ungated.

How TraceLayer works

Personalisation by Bloom's

Subject-scoped Bloom's profiles, misconception tracking, and Lexile matching. Activities calibrate to mastery, not vibes.

Learning Twin

Per-child, per-subject mastery model. Bloom's-level progression bars per topic, misconception list grouped by category, recommended next topics with “why” tooltips.

AI Quiz Generator

Generate quizzes (MCQ, fill-in-the-blank, short answer) on any topic + difficulty, with explanations, grounded by curriculum standards.

Spark — student hint-giver

Subject-scoped, Bloom's-aware AI tutor. Gives hints, not answers. Every Spark exchange is logged in TraceLayer.

AI Writing Coach

Long-form essay grading and feedback against a rubric. Strengths / improvements breakdown plus a numeric score. Teacher-overridable.

Personalised Learning Paths

Step-by-step learning journeys generated for individual students based on the Learning Twin. Updated as the student progresses.

Teachers in the loop

AI suggests; teachers decide. Grade overrides, rubric approval, comment edits — every AI output is reviewable.

Co-Teacher Friday digest

Six Action Cards per week, ranked by what'll move the needle. Routed to the right teacher with context.

Real-time micro-alerts

Toast notifications when a student spikes in risk during the school day. Teacher can dismiss, escalate, or schedule an intervention.

AI-drafted comments

Report-card comments, intervention notes, parent-message drafts — AI generates, teacher edits, teacher approves before anything leaves the platform.

Action Cards (school-admin view)

Triaged surface for school admins. Severity-tagged (info/warning/critical) and routed to the right person.

In the classroom

One data model, five roles

Super-admin, school admin, teacher, parent, student — one shared view of every child. No spreadsheets, no copy-paste, no out-of-sync state.

Multi-role data model

Five role types share one canonical record of every child. Tenant isolation enforced at the Firestore-rule level; super-admin actions audit-logged.

Parent dashboard + accommodations

Parent-facing view of one child (or up to 3/5 on Premium). Accommodations defined at the parent level and respected by all AI features.

Multi-language + RTL

Ships in English, Spanish, and Arabic with full RTL. fr/de/pt/hi/zh on the locale rollout queue.

Gamification (XP, badges, streaks)

XP for completing activities. Calibrated against the Learning Twin so XP rewards genuine progress, not mere clicks.

Built for the systems you have

SIS via OneRoster, LTI 1.3 for your LMS, Stripe billing for procurement. We meet your IT stack where it lives.

OneRoster sync (SIS)

Daily delta from PowerSchool, Infinite Campus, Skyward — anything that speaks OneRoster v1.2. SIS credentials field-level-encrypted.

LTI 1.3

Embed CurioPilot inside Canvas, Moodle, Blackboard. SSO + grade passback included.

Google Classroom

Roadmap

Roster + assignments + grade passback — two-way sync. On the immediate roadmap (Q3 2026).

Stripe billing

Stripe powers parent subscriptions and school billing. Token-bundle top-ups for schools that need more AI usage mid-term. Idempotent webhooks.

Offline / PWA

CurioPilot is a Progressive Web App. Some content available offline (downloaded activities, Fun Zone games). AI features require connectivity.

Fun Zone

Game-format practice (Memory Match and others) for younger learners. Pedagogical content presented as games.

Inside the Fun Zone

Every feature on this page runs inside TraceLayer.

Every AI call is gated. Every payload is redacted. Every decision is logged. The compliance posture isn’t a tab — it’s the substrate everything else runs on.

See TraceLayer See compliance posture

Pick the audience that fits.

For schools: 30-minute demo with you, your IT, and your DPO. For families: free signup, no credit card. For everyone: published pricing on every tier.

For schools For families See pricing