Live Market Oracle & Automated Trading Bot
Real-Time Intelligence at Machine Speed
<200ms
Execution Speed
15+
API Integrations
The Challenge
The client needed a system that could ingest data from 15+ financial APIs in real time, run predictive models, and execute trades with sub-200ms latency — all while maintaining strict risk management guardrails and human oversight for high-value positions.
Our Solution
We architected a multi-agent system with specialized roles: data ingestion agents handling WebSocket streams, analysis agents running predictive models, and execution agents managing order routing. A human-in-the-loop layer intercepts high-risk trades for manual approval, while a monitoring dashboard provides real-time visibility into system performance and decision rationale.
The Results
The system now processes thousands of data points per second across 15+ API integrations, with average execution latency under 200ms. The HITL safeguards have prevented several high-risk trades while the autonomous execution handles 95% of routine operations without intervention.