{"slug":"educational-vr-platform-for-schools","name":"Adaptive Lesson Generator","category":"Education","customer":"Curriculum leads at charter school networks","problem":"Teachers spend evenings and weekends building lesson plans that rarely adapt to student pace.","value":"For curriculum leads at charter school networks, turn textbooks, standards, and notes into adaptive daily lessons with voice interaction. Address the problem of repetitive planning and lack of student personalisation. The value hypothesis is a self-running system that tracks mastery and generates interventions; the pilot must establish whether that benefit is real.","format":"Interactive practice or facilitated workshop platform","screens":"Key screens: Curriculum dashboard, lesson composer, student interaction hub, teacher analytics. Use a dashboard to view pacing and progress. The composer generates lesson content. The hub handles voice and video interaction. The analytics show gaps and strengths.","functionality":"1. Parse uploaded curriculum documents. 2. Generate lesson sequences with clear objectives. 3. Create video-like explanations. 4. Generate practice problems and quizzes. 5. Enable voice-based student interaction. 6. Provide real-time remediation and weekly summaries.","workflow":"Upload curriculum, set pacing, generate lessons, run lessons, monitor student progress, receive weekly reports. Start with textbooks and standards and finish with adaptive lessons and mastery reports.","ai":"Use language models to interpret curriculum and generate explanations. Voice agents handle student interaction. Multimodal models grade math. The AI tracks mastery and prepares interventions. A human reviewer confirms pedagogical accuracy before delivery.","inputs":"Textbooks, state standards, teacher notes, pacing guides","deliverables":"Daily adaptive lessons, interactive quizzes, voice discussion prompts, student mastery reports, intervention plans","admin":"User roles, lesson versions, audit trail, permissions for curriculum access","mvp":"First cut: Charter school math lead, single textbook chapter, week of adaptive practice, manual review of generated content","expansion":"Automated grading for all subjects, parent portals, integration with LMS, mobile apps","usp":"Lessons that combine spoken interaction and automatic grading in one sequence, adapted to each pupil.","defensibility":"Rigorous testing of pedagogical sequences prevents hallucinations. Building a library of high-quality generated content over time","alternatives":"Traditional lesson planning software, static worksheets, generic AI chatbots","revenue":"Hypothesis: 5000 USD per school per year capped at 500 students","costs":"AI inference costs, development and maintenance","integrations":"Learning Management Systems, Student Information Systems, supplementary content libraries","dependencies":"Large language models, speech-to-text models, multimodal vision models","pilot":"Pilot proves value by comparing student progress in the AI-generated lessons versus traditional methods, establishing a baseline for engagement and mastery","plan30":"Week 1: Deploy MVP for math curriculum. Week 2: Gather feedback on voice interaction. Week 3: Refine remediation logic. Week 4: Prepare for pilot launch.","metrics":"Student engagement rates, reduction in teacher planning time","channels":"EdTech conferences, charter school networks, direct sales to curriculum directors","leadMagnet":"Free trial for one math unit","message":"Turn static textbooks into a living, voice-interactive daily lesson plan","retention":"Annual subscriptions based on active student counts","controls":"Strict guardrails on math answers, access controls for curriculum documents, audit logs for AI interactions","crossSector":"Education; Healthcare; Corporate Training","fn":["Parse uploaded curriculum documents","Generate lesson sequences with clear objectives","Create video-like explanations","Generate practice problems and quizzes","Enable voice-based student interaction","Provide real-time remediation and weekly summaries"],"sc":{"opp":9,"pain":7,"feas":9,"now":8},"phases":[{"name":"MVP","scope":"One buyer segment, one recurring use case. Manual review in the loop.","time":{"days":2,"label":"2 days"},"usd":5500},{"name":"Paid pilot","scope":"Accounts, roles, review states, audit trail and the first integration, hardened for two to three paying pilot customers.","time":{"days":3,"label":"3 days"},"usd":5000},{"name":"Full product","scope":"Self-serve onboarding, billing, monitoring and the wider integration set.","time":{"days":6,"label":"6 days"},"usd":6500}],"running":[{"stage":"MVP and paid pilot","note":"about 3 customers","hosting":[30,60],"ai":[50,110],"total":[80,170]},{"stage":"Full product","note":"about 50 customers","hosting":[110,210],"ai":[420,840],"total":[530,1050]}],"total":17000,"complexity":0.06,"days":11,"shot":true,"demo":true}