Dana AI
Consumer financial assistant app
The question
Can a retrieval-grounded assistant give real financial guidance to underbanked customers in their own language, inside a shipped consumer app?
Backend services for Dana AI, a consumer financial assistant on Google Play for Bangladesh's underbanked millennials, Gen Z, and SMEs: a production RAG-based LLM assistant (LangChain, OpenAI, Gemini, Ollama) for multilingual financial guidance and product matching, built with the mobile team on app-to-backend integration.
- When
- May 2022 – Oct 2025
- Where
- Dana Fintech
- Role
- Backend
- Whose idea
- Built for a client or employer
- Status
- Finished
- Links
- Google Play
Sits between
This work crosses RAG, LLMs, banking, multilingual, identity, mobile.
Backend services and integration for a consumer-facing financial assistant, alongside the RAG-based assistants and eKYC services built for the same platform.
Around the same time
See 2022 on the timeline →Shares its fields with