ADAPTIVE · TUTORING · FEEDBACK
Learning that adapts to the class in front of you — AI built for teachers, checked by teachers, never grading in the dark.
EduDrive is a Canadian edtech studio on College Street, Toronto. We design and deliver AI-driven adaptive learning, intelligent tutoring and formative assessment tools for schools, colleges and universities across Canada and North America — always with an educator in the loop and academic integrity respected. We are not a diploma mill, not an essay-writing or cheating service, and not an "AI income" course.
COLLEGE STREET EDTECH STUDIO
We build classroom-ready tools — not hype, not shortcuts
Picture a first-year cohort of nine hundred where the same three misconceptions show up every single term. Or a marking pile that quietly ate a teacher's whole weekend. Or a tutoring bot that taught a wrong method with total confidence. Those are the problems we take on: adaptive learning builds, intelligent tutoring flows, content and question generation, and automated feedback loops that actually survive contact with a real classroom.
EduDrive is an education-AI consultancy and edtech studio serving client organizations across K-12, higher education and training providers in the Canadian market. Senior learning engineers and educators on our team run discovery, prototype adaptive systems, and deliver production-ready tools with LMS integration layers, learning guardrails and educator review loops baked in from day one.
ASSESS-AND-ADAPT METHOD
Four stages from first draft to reviewed lesson
Assess
We map learner misconceptions, curriculum gaps and formative assessment needs with your instructional-design team before any model is tuned.
Adapt
Adaptive learning paths and retrieval-augmented tutoring respond to what each cohort actually struggles with — not generic drill sheets.
Teach
Intelligent tutoring flows deliver hints, worked examples and scaffolded practice while keeping the teacher visible in the loop.
Feedback
Automated feedback and grading assistance pass through educator review — model QA, guardrails and academic integrity safeguards included.
HUMAN-IN-THE-LOOP
Every tool reviewed before it reaches learners
AI in education works when educators stay in charge. Our assess-and-adapt method puts senior learning engineers alongside your faculty through discovery, prototype and production delivery. We build misconception detection, accessibility feature sets and academic integrity safeguards into every project scope — because a retrieval-augmented tutor that drifts off-curriculum helps nobody.
Student-data privacy under PIPEDA and Ontario FIPPA is non-negotiable. We document data governance, run model QA and bias review, and never ship a grading assistance pass without a human educator sign-off.
Formative assessment support tested with faculty before rollout.
CAPABILITIES
Six disciplines on the marigold rail
Adaptive Learning Build
Personalised learning paths tuned to your curriculum, not off-the-shelf templates.
Intelligent Tutoring Flow
Retrieval-augmented tutors with hint ladders and educator override at every step.
Content & Question Generation
First draft to reviewed lesson — curriculum-aligned items your team approves.
Assessment & Feedback
Formative assessment support and automated feedback loops with grading assistance passes.
Accessibility & LMS Integration
Inclusive learning features wired into your existing LMS integration layer.
Model QA & Integrity
Learning guardrails, academic integrity safeguards and educator review loops.
SELECTED WORK
Two projects, anonymised
Ontario community college — calculus tutoring pilot
A cohort of four hundred first-years hit the same chain-rule error every September. We built an intelligent tutoring flow with misconception detection; faculty reviewed every hint template before release. Illustrative result: 23% fewer repeat errors on the next formative assessment — past performance, not a promise.
National training provider — accessibility pass
Screen-reader users were locked out of a legacy LMS quiz module. We delivered an accessibility feature set and LMS integration layer with human-in-the-loop review. Past client work; your mileage will vary.
MINI FAQ
Do you guarantee grades?
No. We build tools that support learning with educators in the loop. We do not guarantee grades, admission or outcomes.
What does a learning pilot cost?
Discovery and scoped pilots typically run C$18,000–C$45,000 depending on project scope. See FAQ for ranges.
Who owns the IP?
Client organizations retain ownership of curriculum content; we document licensing for models and code per contract.
Ready to scope a learning pilot?
Tell us about your cohort, your curriculum and where AI in education might actually help — not replace — your teachers.
Book a learning pilot