Multi-Agent AI for Foreign Exchange Operations in South Korea

Savvycom delivered a Multi-Agent AI FX Assistant integrated into Mattermost for a South Korea-based foreign exchange company. The solution automates rate checking, settlement management, and BUY/SELL execution through natural language, replacing slow manual workflows with compliant, intelligent automation

A South Korea-based financial services company specializing in foreign exchange trading and currency exchange. Facing growing transaction volumes, they needed faster and more controlled FX operations without replacing their existing internal collaboration tools.

Manual rate checking and trade confirmation created bottlenecks in a fast-moving FX environment. Complex settlement rules required consistent enforcement, and fragmented transaction records made compliance tracking difficult. 

Savvycom built a four-agent AI system using LangGraph and GPT-4o, embedded directly into Mattermost. Agents handle user permissions, real-time FX rate delivery, settlement configuration, and trade execution. Every transaction is logged automatically for compliance and audit purposes. 

FX processing time decreased by 60% and operational efficiency improved by 40%. Automated logging strengthened compliance, while quoteID locking and role-based access reduced trading risk across the operation. 

AI Stacks: Embedding, LLM (GPT-4o), Multi-Agent, LangGraph

Tools & Infra: Python, PostgreSQL, Redis, REST APIs, Docker 

Cloud Platform: Hybrid (AWS)

Integration: Mattermost