Practice areas for curriculum and assessment teams
Each service ships with educator review, source attribution, and documentation your procurement office can file without follow-up questions. Pricing below reflects typical Canadian project ranges; final quotes depend on scope and data complexity.
Our Vancouver lab assembles modular teams around your outcomes. You keep ownership of all generated assets and underlying graph structures. We do not resell your curriculum to other clients.
Generative Content Engines
We design bespoke generation pipelines that ingest your approved textbooks, slide decks, and policy PDFs, then produce draft modules with inline citations and difficulty tagging. Subject-matter experts set tone and terminology constraints during calibration. Output formats include SCORM packages, Markdown instructor kits, and LMS-native HTML blocks. Every batch runs through plagiarism screening and factual cross-check against your knowledge graph before it reaches your review queue.
Typical range: CAD $18,000 – $65,000 per subject strand
Adaptive Learning
Branching pathways respond to checkpoint results without trapping learners in infinite remedial loops. We map decision nodes to provincial outcome codes so reporting stays audit-ready. Pathways integrate with Moodle, D2L Brightspace, and Canvas via standard interoperability layers. Instructors receive override controls and a plain-language map of every branch. Pilot cohorts get A/B comparison reports showing time-on-task and mastery lift against your baseline materials.
Typical range: CAD $22,000 – $80,000 per program level
Assessment Generation
Item banks include stem text, keyed answers, distractor rationales, and accessibility metadata compatible with screen readers. We generate parallel forms for academic integrity and tag items to Bloom levels you specify. Rubrics arrive with annotated exemplars at each score band. Psychometric review can be added for high-stakes deployments. All items trace back to source nodes in your curriculum graph so you know exactly which outcome each question measures.
Typical range: CAD $12,000 – $45,000 per assessment family
Curriculum RAG
Retrieval-augmented generation keeps model output tethered to documents you trust. We chunk, embed, and index your corpus with version control so updates propagate without silent drift. Faculty can query the system in natural language and receive answers with page-level citations. Access tiers respect role boundaries — students see less than instructors, instructors see less than curriculum admins. Deployment options include private cloud in Canada or on-premise appliances for air-gapped environments.
Dashboards aggregate cohort-level patterns — time on task, checkpoint pass rates, and concept-level struggle signals — without turning your LMS into a surveillance tool. We apply differential privacy techniques where required and document every metric definition so your institutional research board can sign off. Alerts flag modules that consistently underperform, prompting targeted content revision rather than blanket regeneration. Exports align with BC Ministry reporting templates where applicable.
Typical range: CAD $15,000 – $55,000 per dashboard suite
Responsible AI & Data Governance
Model cards document training data provenance, known limitations, and recommended human oversight levels. Bias review protocols test generated content across gender, cultural, and socioeconomic dimensions you define. Data retention schedules comply with PIPEDA and PIPA BC, including secure deletion workflows when contracts end. We deliver board-ready governance packs that satisfy public-sector procurement and private college accreditation visits alike. Ongoing advisory retainers cover regulatory changes and model upgrades.
