Use cases
Education & Online Coaching
✅ Niche & Pain
Coaches, bootcamps, and learning platforms spend time answering the same questions, chasing assignments, and onboarding new learners.
🤖 Agents
Course Assistant / AI Tutor Agent
Assignment Reviewer Agent
Accountability & Motivation Agent
Content Repurposer (lesson → blog/social/snippet)
🧠 ML / Models
Code evaluators, writing scoring models
LLM with context window for curriculum + notes
Predictive dropout models
NLP summarization + repurposing tools
🧩 Integrations
Teachable, Notion, Discord, Calendly, Google Docs
🔁 Workflow
Students chat with course assistant trained on the curriculum.
Agent gives feedback on code/writing assignments.
Drop-off prediction triggers motivation nudges.
Instructors use content agent to repurpose teaching materials.
💸 Business Impact
→ Enables solo educators to scale
→ Reduces support load
→ Increases completion & upsells