Multi-agent assistant for an FX desk
60% faster FX processing inside the team's own chat tool
- Sector
- Financial services: foreign exchange
- Market
- South Korea
60%less processing time per FX transaction
40%higher operational efficiency
Fullaudit trail for compliance
The challenge
Manual rate checks and trade confirmations slowed a fast-moving FX desk, settlement rules were hard to apply consistently, and scattered transaction records made compliance tracking difficult. The firm wanted speed without replacing its internal collaboration tools.
What was built
- Five LangGraph agents embedded in the team's chat workspace
- Agents for user permissions, live FX rates, settlement configuration and trade execution
- Buy and sell orders placed in plain language, with quote locking and role-based access
- Every transaction logged automatically for audit
How it was built
- GPT-4o with LangGraph orchestration
- Hybrid deployment on AWS