LearnDrive AIStudio services
Six disciplines for learner outcomes
LearnDrive AI delivers project-based and retainer engagements for Canadian K-12 boards, colleges, universities, training organizations and L&D teams. Every service includes educator review, academic-integrity guardrails and student-data care. Indicative project ranges: C$45,000–C$180,000. Retainers from C$8,500/month.
1. Learning-AI Strategy & Discovery
Before a single line of code ships, we need to understand where learners stall and what your instructional designers already know. Our discovery phase maps learning objectives, reviews existing LMS data, interviews educators and identifies the knowledge-tracing signals worth tracking. We produce a roadmap with pilot scope, data governance requirements, model bias check protocols and a realistic timeline. This is edtech studio consulting — not software you buy off the shelf. Senior learning engineers and instructional designers lead every session from our Harbord Street studio. Typical engagement: 4–6 weeks, C$45,000–C$75,000.
2. Adaptive Learning & Personalized Paths
We design and build adaptive learning engines that route each learner along a personalized learning path based on mastery learning principles, retrieval practice and spaced repetition schedules. The system tracks formative assessment results and adjusts difficulty — but every branch point is visible to educators, and every automated recommendation requires human review before deployment. We integrate academic-integrity guardrails so the engine cannot generate assessment answers. Pilot cohorts test the paths under real conditions before wider rollout across your Canadian institution.
3. Intelligent Tutoring & Learner Support
Our intelligent tutoring system prototypes handle first-contact learner queries, surface relevant courseware and flag sessions that need educator attention. The model is trained on your approved content — not the open internet — and includes strict guardrails against completing assessments on a learner's behalf. Formative feedback loops keep the tutoring responsive without replacing professional teaching judgement. We design for accessibility under UDL and AODA requirements. Every response is logged for educator review and fairness auditing.
4. Learning Analytics & Outcomes Dashboards
Data without context is noise. We build learning analytics dashboards that show progress momentum, mastery gaps, cohort-level trends and the misconception that recurred across terms. Dashboards connect to your LMS through secure integrations and respect PIPEDA and provincial privacy requirements. Educators see individual learner outcomes alongside cohort patterns — always with student-data care and role-based access controls. We do not present metrics as guarantees; every figure is a signal for professional teaching judgement.
5. Assessment, Feedback & AI Grading Assistance
Marking piles do not shrink by magic. We build AI grading assistance tools that draft formative feedback, suggest rubric scores and highlight responses needing educator attention — but the final grade always belongs to a human reviewer. Assessment design includes academic-integrity checks, bias audits and accessibility reviews. Automated feedback is clearly labelled as machine-generated. We never build tools that write essays, complete exams or bypass honest assessment. Typical range: C$55,000–C$120,000 depending on assessment volume and LMS integration depth.
6. LMS Integration & Human-in-the-Loop Review
Adaptive learning only works if it lives where teaching happens. We integrate with major LMS platforms used by Canadian higher education and K-12 boards, building human-in-the-loop review workflows that route every model-driven recommendation to the right educator. Teacher copilot interfaces sit alongside existing courseware without disrupting established instructional design. Data governance, fairness checks and audit logging are built into the integration layer. Ongoing retainer support available for North American client institutions from C$8,500/month.
Edtech-AI disclaimer: Our studio provides professional edtech and learning-AI consulting for client institutions. We are not an accredited school. AI supports educators — outputs need human review. We protect academic integrity and do not guarantee grades, scores, admissions or outcomes. Student and minor data handled per PIPEDA.
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