What We Build
OTC Trading Infrastructure
Electronic trading across multiple liquidity providers with full order lifecycle management — placement, partial fills, cancel/replace, and execution reporting at sub-microsecond speed.
Intelligent Trading Platform
A unified platform where AI agents assist dealers with real-time position monitoring, risk alerts, and client flow analysis — purpose-built for OTC workflows, not a generic dashboard.
Quantitative Strategies
AI-driven hedging and pricing strategies that adapt to live market conditions. Continuously trained, automatically evaluated, and deployed without manual intervention.
Agent-Native Operations
AI agents that understand trading session state, can diagnose a pricing gap between liquidity providers, and respond to incidents — not generic chatbots on a dashboard.
OTC Trading Infrastructure
- Multi-LP Connectivity — Direct FIX protocol connections to multiple liquidity providers, with automated session management, failover, and reconnection.
- Smart Order Routing — Best-execution logic that evaluates available liquidity across providers in real time, handling fill-or-kill, immediate-or-cancel, and partial fill scenarios.
- Full Order Lifecycle — Placement, matching, amendment, cancellation, and execution reporting — including stop and limit order books that trigger against live market data.
- Real-Time Risk Controls — Position monitoring, margin calculation, and automated responses at trade speed. Net open position limits, margin calls, and circuit breakers built into the execution path.
- Multi-Region Deployment — Production systems across three continents, with cross-region data replication and disaster recovery.
Intelligent Trading Platform
Where dealing desks, relationship managers, and operations teams work alongside AI.
- Real-Time Dealing Desk — Live position books, LP exposure, spread monitoring, and client flow analysis — updated tick-by-tick, not on a refresh cycle.
- AI-Assisted Operations — Agents that monitor margin levels, detect spread anomalies across providers, flag unusual client activity, and draft incident reports with full context.
- Configuration Management — Versioned trading configuration with audit trails — account setup, tier assignments, markup rules, and session routing, all changeable without restarts.
- Built for OTC Workflows — Not a generic trading dashboard. Every view is designed around the actual workflows of FX/commodity dealing desks: hedging decisions, client tiering, and LP performance.
Quantitative Strategies
- Adaptive Pricing Engine — Real-time pricing that synthesises quotes from multiple providers, with position-aware bias and configurable markup tiers per client segment.
- Hedging Strategies — Automated and semi-automated hedging that considers current exposure, LP depth, client flow toxicity, and arbitrage opportunities before routing.
- Flow Analytics — Client-level markout analysis, toxicity scoring, and predictive models that feed back into pricing and risk parameters.
- Continuous Training — Strategy models retrained on live market data with automated evaluation and staged rollout — no manual model deployment.
Agent-Native Operations
How a lean team delivers and operates institutional-grade infrastructure.
- Domain-Aware AI Agents — Agents that understand FIX sessions, order state machines, and pricing pipelines — they diagnose at the domain level, not just grep through logs.
- End-to-End AI Participation — From architecture decisions through code review, testing, deployment, and production monitoring. AI is a team member, not a bolt-on tool.
- Self-Hosted AI Infrastructure — On-premise model serving with domain-specific knowledge, keeping proprietary trading logic and operational data within our environment.
- Automated Quality Gates — AI-driven code review with trading-domain knowledge: concurrency safety in multi-session systems, protocol compliance, and cross-service impact analysis.
Technology & Cloud
Hybrid infrastructure spanning bare-metal and public cloud across three regions — deployed and monitored by AI agents.
Hybrid Cloud
Bare-metal co-location and AWS — multi-region deployments optimised for latency-sensitive trading and operational resilience.
Trading Connectivity
Industry-standard FIX protocol gateways, proprietary low-latency event streaming, and real-time data pipelines connecting all system components.
Rust Core Engine
Next-generation trading engine in Rust — consolidating legacy services into a single sub-microsecond process with deterministic execution guarantees.
On-Chain Settlement
Smart contract integration for asset custody and settlement, with cryptographic order verification and on-chain state commitment.
AI Agent Platform
Domain-specific agents for trading operations, diagnostics, code review, and incident response — with access to live system state and historical context.
Quantitative Models
Continuously trained strategy and pricing models with automated evaluation, staged rollout, and live performance monitoring.
Performance figures reflect internal engine benchmarks and do not represent end-to-end production latency. Actual performance varies with hardware, network conditions, and market activity.