StartHub - Building an AI BMC Generation Feature with Spring AI
Overview
Building an AI feature that generates a Business Model Canvas from the user's answers
Tech Stack
Kotlin
Spring Boot
MySQL
Redis
Docker Compose
GCP
Spring AI
Team
7 members (2 Backend & AI, 3 Web, 2 App)
Period
2025.07
Details
Overview
- Implemented an AI feature that generates a Business Model Canvas (BMC) based on the answers a founder provides to a set of questions.
- Flawed business models account for 20% of startup failures, and the goal was to help founders review this early on.
My Contributions
- Implemented an LLM-based document generation feature using Spring AI.
- Implemented LLM-based features across the board, including competitor analysis and a personalized chatbot.
- Analyzed requirements through consultations and interviews with company operators.