AI tutoring & mentorship
Adaptive, grounded teaching in a subject — the problem behind FutureSpark (Math & English).
Custom educational platforms — AI tutoring and mentorship, tutoring marketplaces, course and classroom tools — built around how people actually learn. Adaptive paths grounded in your curriculum, role-based experiences for students, teachers, parents and admins, and the engagement mechanics that drive completion.
We build custom educational platforms — AI-powered tutoring and mentorship, tutoring marketplaces, course and classroom tools — designed around how people actually learn, with the roles, content, and progress tracking your model needs.
A learning platform is not a video host with a login. It has to model learners, educators, and content, adapt to each student’s level, deliver material across devices, give practice and feedback, and show progress to students, teachers, and parents alike. Off-the-shelf LMS tools handle generic course delivery; the moment you have your own pedagogy — adaptive paths, AI mentorship, a tutoring marketplace, or classroom operations — a custom build fits the model instead of forcing your teaching into a template.
We’ve built across the spectrum: FutureSpark is an AI-powered learning platform delivering personalized mentorship in Math and English; Ace Tuition is a tutoring platform connecting students and tutors; BusyBee is a substitute-teacher management platform for schools. Different problems, same discipline.

Adoption has crossed the line from experiment to expectation. 86% of education organizations now use generative AI — the highest of any industry — and 59% of teachers say AI has enabled more personalized instruction (Engageli, 2026; eLearning Stats). In pilots, AI personalization has lifted course-completion rates dramatically. 2026 is the tipping point where adaptive AI moves from a nice-to-have to a baseline any serious learning platform is expected to have.
We build toward that baseline: platforms where AI personalizes the path, not just decorates the marketing page.
The difference between content delivery and real learning is the loop: assess where a student is, personalize what comes next, deliver it well, give practice with feedback, and track progress to inform the next step. We model that loop around your subject and pedagogy — the engine behind FutureSpark’s Math and English mentorship.
Where the AI matters — adaptive paths, tutoring, instant feedback — we build on a grounded RAG and AI-agent foundation so the system teaches from real curriculum, not model guesswork.
We start from your learners, educators, and pedagogy, then build the content model, the personalization loop, and the role-based experiences around them. A typical build pairs a fast, mobile-first learner experience with a backend handling content, progress, assessments, and the AI layer. The build is AI-assisted end to end, so a production platform ships in weeks — and your team owns the code, the content, and the data.
Learners, educators, content model, assessments, and the way your subject is actually taught.
Mobile-first learner app + educator/parent/admin views, each with the right permissions.
Adaptive paths and grounded AI tutoring (RAG + agents) that teach from real curriculum.
Progress, gamification, nudges, and educator analytics that surface who needs help.
Payments, SIS/comms integrations, audit — then the platform, content, and data are yours.
Adaptive, grounded teaching in a subject — the problem behind FutureSpark (Math & English).
Match students to tutors with scheduling and payments — the problem behind Ace Tuition.
Run the operational side of education — e.g. BusyBee’s substitute-teacher management.
Structured courses, cohorts, assessments, and certificates with real progress tracking.
Learning platforms live or die on engagement. We build the mechanics that keep students coming back — progress visibility, streaks and gamification where appropriate, timely nudges, and feedback that feels personal — alongside the analytics educators need to see who’s thriving and who needs help. Personalization isn’t just pedagogy; it’s the single biggest lever on completion.

Students, teachers, parents, and admins each need a different view of the same platform. We build role-based experiences — a focused learner app, an educator dashboard, parent visibility, and admin operations (the problem BusyBee solves for substitute-teacher staffing) — so each person gets exactly what they need, with the permissions to match.
A learning platform built around your pedagogy and audience — adaptive learning paths, AI tutoring, a tutoring marketplace, or classroom operations — rather than a generic off-the-shelf LMS. We build the content model, personalization loop, and role-based experiences your model needs.
Off-the-shelf LMS tools are fine for generic course delivery. Build custom when you have your own pedagogy, adaptive/AI personalization, marketplace dynamics, or specific role and operations needs — and when you want to own the platform, content, and data outright.
Yes — it’s central to what we build. We use grounded RAG and AI agents so the system teaches from your real curriculum (not model guesswork), adapts to each student’s level, and gives instant, relevant feedback. FutureSpark is a live example: AI-powered mentorship in Math and English.
Yes. We build role-based experiences: a focused learner app, an educator dashboard, parent visibility, and admin operations, each with the right permissions. BusyBee, for instance, handles substitute-teacher management for schools.
Yes — mobile-first by default. Learning happens on phones and tablets, so we build the learner experience to be fast and fully functional on mobile, not a desktop afterthought.
Yes — matching students to tutors, scheduling, payments, and session management. Ace Tuition is a tutoring platform we built connecting students and tutors.
Progress visibility, streaks and gamification where appropriate, timely nudges, and personalized feedback, plus analytics so educators can spot who needs help. Personalization is the single biggest lever on completion, which is why we build it in from the start.
We model assessments, mastery, and progress around your subject, then surface them to the right roles — students see their path, teachers see the class, parents see their child. The data also feeds the personalization loop.
Because the build is AI-assisted, a production learning platform ships in weeks rather than months. Scope — AI depth, roles, content types, integrations — drives cost. Get an AI estimate or book a call and we’ll scope it with you.
Yes: FutureSpark (AI-powered personalized mentorship in Math and English), Ace Tuition (a tutoring platform), and BusyBee (substitute-teacher management for schools). Different problems across the education space, same engineering discipline.

An AI-powered learning platform delivering personalized mentorship in Math and English.

A tutoring platform connecting students and tutors, with Make/Xero automation behind the scenes.
Talk to an AI for a 60-second scope, or book a 30-min call with the founder.