Ironbird Labs provides an AI-driven forensic platform that ingests and analyzes real‑time trade, order, and communication data to detect insider trading, market manipulation, and AML violations. The solution delivers audit‑ready evidence, risk scores, and actionable alerts through an interactive dashboard, integrating seamlessly with existing trading and compliance systems for regulated financial institutions.
Funding
Funding not disclosed
Founders
Product
Problem
Regulated financial markets require continuous monitoring of transactions and communications to detect fraud, market abuse, and compliance violations, but existing tools are often fragmented, lack real-time forensic capabilities, and struggle to keep up with evolving regulations.
Solution
Ironbird Labs offers an AI-driven forensic architecture that ingests and analyzes large volumes of market data, trade logs, and communication records in real time. The platform applies machine‑learning models to identify anomalous patterns, potential insider trading, and other regulatory breaches, while maintaining audit‑ready evidence trails. Results are presented through a secure dashboard that highlights risk scores, visualizes suspicious activity, and provides actionable alerts for compliance teams. Integration points enable seamless data flow from trading systems, messaging platforms, and market data feeds, ensuring comprehensive coverage across the regulated ecosystem.
Target Audience
Primary customers are compliance officers, surveillance teams, and risk managers at banks, broker‑dealers, and other entities operating in regulated financial markets.
Features
- Real-time ingestion and correlation of trade, order, and communication data from multiple sources
- Machine‑learning models tuned for detection of insider trading, market manipulation, and AML violations
- Automated evidence collection with immutable logs for audit and regulatory reporting
- Interactive risk dashboard with customizable alerts, heat maps, and drill‑down investigation tools
- API and connector library for integration with existing trading, surveillance, and compliance systems