What We Do
Institutional Trading Platform
End-to-end electronic trading infrastructure with FIX protocol gateways, multi-LP smart order routing, and single-digit millisecond latency.
AI-Powered Trading Strategies
Quantitative strategy engine with continuously trained models, real-time VWAP pricing, and automated position and risk management.
Agent-Native Operations
AI agents manage the entire company — development, infrastructure, deployment, monitoring, and decision-making. A lean team delivering institutional-grade systems.
Institutional Trading Platform
- FIX Protocol Gateway — Direct connectivity to multiple liquidity providers with sub-10ms transaction latency.
- Smart Order Routing — Intelligent order distribution across LPs with real-time ladder aggregation and best-execution logic.
- Order Management System — Full lifecycle management: placement, matching, cancellation, and execution reporting.
- Real-Time Risk Controls — Position monitoring, margin calculation, and automated risk responses at trade speed.
AI-Powered Trading Strategies
- Quantitative Strategy Engine — AI-driven hedging and execution strategies, continuously trained and deployed to production.
- Real-Time Pricing — VWAP-based pricing engine with position-aware bias and multi-LP ladder aggregation.
- Predictive Risk Management — Client flow analysis, markout toxicity detection, and position risk forecasting — all model-driven.
- Continuous Improvement — Strategy models retrained on live market data with automated evaluation, versioning, and rollout.
Agent-Native Operations
This is how a lean company delivers institutional-grade systems.
- Agent-Driven Development — AI agents participate in the full cycle: architecture design, coding, code review, testing, and deployment across the entire trading platform.
- Agent-Managed Infrastructure — Agents handle monitoring, diagnostics, and auto-remediation across hybrid cloud environments.
- Agent-Augmented Decisions — Operational analysis, cost optimisation, risk alerting, and cross-region orchestration — all agent-driven.
Technology & Cloud
Hybrid cloud architecture spanning bare-metal and public cloud — deployed and managed by AI agents.
Hybrid Cloud
AWS and Equinix Metal bare-metal — multi-region deployments optimised for trading latency and resilience.
Trading Connectivity
FIX protocol gateways, low-latency event streaming, gRPC microservices, and real-time market data pipelines.
Agent Orchestration
Multi-agent systems managing development, code review, deployment, monitoring, and incident response autonomously.
Quantitative Models
Continuously trained strategy models with automated evaluation, versioning, and production rollout.