OpsBrain AI
Enterprise Knowledge & Operations Assistant
A practical enterprise AI assistant that helps internal teams retrieve product, API and operational knowledge through a conversational interface grounded in approved company sources.
My contribution
- Conceptualised the product and designed the conversational user experience.
- Built the frontend application and integrated it with an AI-backed service layer.
- Implemented RAG-based retrieval with grounded answers and supporting context.
- Added AI assistant workflows for product, API, platform and operational questions.
- Structured the application for future internal-service integrations and department-specific workflows.
Technologies
- Next.js
- TypeScript
- FastAPI
- PostgreSQL
- pgvector
- OpenAI API
- RAG
How can I help you today?
Grounded response
Workflow
Workflow / architecture
- User Query
- Retrieval (RAG)
- Grounded Answer
- Citations
- Action / Workflow
