overview
doyo is an ai-powered financial assistant that delivers personalized market insights, portfolio analysis, and trading signals through natural language interaction. codefi designed and built the entire platform from concept to market-ready product in record time.
the challenge: creating an ai agent that can process real-time market data, understand user portfolios, and deliver actionable financial advice through a conversational interface — while maintaining regulatory compliance.
the codefi solution: we architected a modular ai pipeline combining llm orchestration with real-time data feeds, custom fine-tuned models for financial sentiment analysis, and a secure user-data layer. the system processes thousands of concurrent queries while maintaining sub-second response times.
50k
beta users
95%
query accuracy
<1s
response time
24/7
market coverage
ai/ml
custom llm orchestration with rag pipelines, fine-tuned models for financial sentiment analysis.
web
react with real-time streaming ui for conversational ai interactions.
back-end
python microservices with fastapi, real-time market data ingestion, and caching layers.
infrastructure
kubernetes-based deployment with auto-scaling for handling traffic spikes during market events.
