SukiTutor/Education & homeschooling
A homeschool tutor for curious minds.
An AI tutoring app for homeschooling families: specialist subject tutors teach curriculum-aligned lessons through conversation and voice, with gamified rewards for children and a progress view for parents.
Learning loop
A lesson is a conversation; a filled streak unlocks real-world lore.
- Sector
- Education & homeschooling
- Year
- 2026
- Disciplines
- Consumer productConversational tutoringVoiceCurriculum-aware
The problem
Homeschooling parents have to be teacher, curriculum planner and progress tracker at once, across every subject. Generic chatbots are neither curriculum-aware nor designed for children, and they leave parents with no view of what has actually been covered.
The approach
We built a family product with two audiences. Parents create an account, add each child with age, year group and interests, and get a dashboard of what is active, complete and recommended next. Children learn through conversation with a specialist tutor per subject — English, Maths, Science, History, Geography and Computing.
Lessons are curriculum-aligned by key stage and unfold as a chat, with optional voice for hands-free learning at the table. A curriculum service and MCP tools keep each tutor grounded in the right topics rather than free-associating.
Engagement is designed for children without being hollow. Filling a themed streak unlocks real-world “lore” — ghost legends, space missions, dinosaurs — delivered as a short factual chat with the matching tutor, so the reward is real stories and science.
What we built
- 01
Specialist subject tutors
A distinct tutor per subject and key stage, each with its own voice and examples.
- 02
Curriculum-aligned lessons
Lessons grounded in key-stage topics through a curriculum service, not free-form chat.
- 03
Conversational and voice
Lessons run as a chat, with optional hands-free voice for learning at the table.
- 04
Child profiles
Age, year group and interests personalise how a tutor frames its examples.
- 05
Themed rewards
Streaks unlock factual real-world lore rather than hollow gamification.
- 06
Parent dashboard
Active, complete and recommended-next at a glance, to plan the week without a separate tracker.
Technology
- SvelteKit
- Realtime voice
- Curriculum + tutor MCP servers
- Python services
- Themeable UI
- Nx monorepo
Outcome
A complete homeschooling product with a child learning experience and a parent planning view — themed, curriculum-aware tutoring a family can use as their weekly structure.
Delivered under the product brand SukiTutor (project codename TabbyTutor).
Lesson cover art from the product
