3:24Coming soon
SchoolsEN + AR
Three minutes inside TraceLayer
Scroll through a live audit log, expand a decision row, pull a school-wide DSAR export.
Videos
Watch what CurioPilot does, in motion.
Product demos, customer stories, founder POV — captioned, indexable, in your language as translations land.
Hero loop · 30s · muted · captioned
Three surfaces: TraceLayer scroll · parent “Why this?” card · student fun-zone band revealEncode in flight
Featured this month
The three we’d watch first.
Editorially curated, refreshed monthly. Pegged to ship dates, not to the calendar.
2:18Coming soon
ParentsEN + AR
Mind Mirror — bands, never numbers
Twelve dimensions of curiosity, four positive bands, zero numeric scores. The parent surface tour.
4:47Coming soon
FounderEN + AR
Why we built TraceLayer
Founder POV on the audit-grade K-12 AI bet and why we shipped the spine before anything else.
Customer stories
Coming once we have permission.
We publish customer videos only with explicit, written permission from the school.
Pre-pilot, this section is empty. When pilot schools convert, name themselves, and grant us permission, the stories land here — one canonical encode per video, cross-linked from /customers. We do not fake customer testimonials.
For school admins
Procurement-ready demos.
TraceLayer walkthroughs, compliance pull-through, SSO setup, LTI grade passback.
3:24Coming soon
SchoolsEN + AR
TraceLayer in motion
A walkthrough of the audit log: scrolling rows, expanding a profile_updated decision, exporting a tenant CSV.
2:50Coming soon
SchoolsEN
Compliance pull-through
From DPA signature to a verified AI consent enforcement on a generated activity.
5:42Coming soon
SchoolsEN
SAML SSO setup — Entra ID + Google Workspace
A live walkthrough of the SAML configuration: SP signing material, JIT provisioning, single-sign-out.
2:38Coming soon
SchoolsEN
LTI 1.3 grade passback
Embed CurioPilot in Canvas, complete an activity, watch the grade land in the LMS gradebook.
For teachers
Classroom workflows.
Phone-led photo grading, the Friday digest, the Class Skill Map, AI-drafted report-card comments.
1:32Coming soon
TeachersEN + AR
Photo-grade on a phone
Snap a photo of long division work, see the rubric breakdown with partial credit on multi-step problems.
2:04Coming soon
TeachersEN
Co-Teacher Friday digest tour
Six Action Cards walked through in priority order. The teacher's Monday-morning surface.
2:12Coming soon
TeachersEN
Class Skill Map
Mind Mirror's teacher surface: bands per topic, never percentile rankings.
1:24Coming soon
TeachersEN
Smart Compose — report-card comments
AI drafts a comment, teacher edits, teacher approves before anything leaves the platform.
For parents
What you see — and why.
The “Why this?” card, the Curiosity Report, the Parent Coach Brief, the multi-channel inbox.
1:28Coming soon
ParentsEN + AR
“Why this?” card walkthrough
Click an AI recommendation, see the real reason in plain English with the redaction summary.
2:34Coming soon
ParentsEN + AR
Mind Mirror Curiosity Report
Twelve named traits, four positive bands, no numbers. The parent's monthly view.
1:36Coming soon
ParentsEN + AR
Parent Coach Brief preview
The weekly per-child digest, read aloud. What's growing, what's stuck, what to try this week.
2:08Coming soon
ParentsEN + AR
Multi-channel parent comms
One broadcast, five channels (WhatsApp, SMS, email, push, in-app), zero double-sends.
For students
Hints, not answers.
Spark, Curio's Lab, Boss Arena, the Skill Constellation. The four-band rule throughout.
1:02Coming soon
StudentsEN
Spark — hints, not answers
Student gets a maths problem, Spark gives a leading question — not the solution.
2:10Coming soon
StudentsEN
Curio's Lab tour
The redesigned May 2026 Fun Zone hub: avatar, virtual pet, Sparks counter, Saga timeline, Skill Constellation.
1:34Coming soon
StudentsEN
Boss Arena raid
A multi-player Mind Mirror challenge — small-group cooperation, no public scores.
1:08Coming soon
StudentsEN
Skill Constellation reveal
A band moves from blooming to in-flow. No numbers; the student sees only the four positive bands.
Founder POV
Why we built it.
The four-minute version of the founder story. Read the long-form at /about/founder.
4:47Coming soon
FounderEN + AR
Moiz Kachwala — Why we built CurioPilot
The four-minute version of the founder story. Why TraceLayer shipped first and what we are betting on.
Want a personal walkthrough instead?
30 minutes with you, your IT director, and your DPO. We’ll show the same surfaces you watched above, with your school’s data substituted in.