Daily micro-lessons that adapt to exactly where you are.
Students lack personalized instruction and a judgment-free space to learn at their own pace, causing them to fall behind in one-size-fits-all classrooms.
SagePath ingests local curriculum documents and generates a completely personalized daily learning path with bite-sized explanations, exercises, and instant feedback. Students work privately at their own pace while the system continuously updates their path based on performance. Perfect for students who need to catch up or move ahead of their classroom.
K-12 students in under-resourced schools and developing countries (esp. Sub-Saharan Africa and Southeast Asia)
Curriculum-aware RAG system that aligns perfectly with national syllabi used in target countries, generating fresh, relevant content instead of generic lessons.
insightful, calm, structured
Uploads and vectorizes national curriculum PDFs for accurate content generation
Creates 15-25 minute personalized daily learning plans
Generates and grades questions that adjust difficulty in real time
Simple visual dashboard showing concept mastery over time
Downloads entire daily path for use without internet
Contextual hints that get more detailed when student struggles
Web-based view for parents to see weekly summaries
Student can photograph page from physical textbook for help
Compares student's mastery against full national syllabus
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| phone_number | text | No |
| country | text | No |
| grade | int | No |
| created_at | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| country | text | No |
| grade | int | No |
| subject | text | No |
| chunk_count | int | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| date | timestamp | No |
| content | text | Yes |
| completed | bool | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| concept | text | No |
| mastery_score | int | No |
| updated_at | timestamp | No |
Relationships:
/api/path/generateGenerates or updates daily personalized learning path
/api/rag/queryQueries curriculum vector store for accurate content
/api/exercise/submitSubmits answer and returns feedback + updated mastery
/api/upload/curriculumProcesses and embeds new curriculum document
One subject only
None
Per teacher or small school
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 800 | 6% | $840 | $10,080 |
| Month 6 | 12,800 | 9% | $16,128 | $193,536 |
No more falling behind. SagePath builds daily micro-lessons from your actual national curriculum and adapts them to exactly what you know.
Approach national curriculum authorities or textbook publishers in Kenya and Ghana with alignment offer. Run pilot programs with 5 progressive private schools that serve under-resourced students. Offer free School tier for first term to teachers who provide curriculum feedback.
Strong UK curriculum alignment
Extremely expensive and not built for African curricula
Affordable, uses local national syllabi via RAG
Huge content library
Not aligned to local African or Indonesian curricula
Hyper-local curriculum matching with daily paths
Growing proprietary vector database of national curriculum materials across multiple countries, creating increasing accuracy and defensibility as more schools contribute validated content.
Open-source embedding models and vector databases have matured while governments in target regions have digitized curricula, making accurate RAG-based education tools possible for the first time.
Hallucinations in generated curriculum content
Strong RAG grounding with source citation and teacher validation loop
Curriculum updates break embeddings
Versioned curriculum system with easy re-ingestion tools
Copyright issues with curriculum materials
Work with government publishers, use fair use where applicable, offer upload-your-own-curriculum
Success: Successfully embed and retrieve accurate content from 3 curricula
Success: Average mastery improvement of 22% over 5 weeks per independent test
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