High-Performance Trading & Market Systems

In capital markets, latency isn’t a metric — it’s a risk factor. We design and build order management systems, market data pipelines, and real-time risk engines that survive the volatility of live production. Our engineers have delivered these systems at HSBC, Credit Suisse, Deutsche Bank, and UBS.

Order Management & Execution Certainty

Building a robust OMS requires deep understanding of execution logic and exchange connectivity. We specialize in:

• FIX Protocol Integrations: High-throughput, reliable messaging across equities, fixed income, FX, and crypto. We’ve implemented FIX 4.4 gateways processing millions of messages daily.
• Smart Order Routing (SOR): Optimizing execution across multiple venues to minimize slippage and market impact. Multi-venue strategies that adapt to real-time liquidity conditions.
• Algorithmic Trading Infrastructure: Safely moving complex quantitative models from the research phase into high-frequency production environments.

Exchange Connectivity & Venue Integration

Every exchange speaks a slightly different dialect of FIX, and the differences between them can break a trading system in production. We build a connectivity layer that abstracts venue-specific quirks behind a unified interface:

• Session Management: Handling logon sequences, heartbeat intervals, resend requests, and disconnect recovery across dozens of simultaneous exchange sessions.
• Drop Copy & Allocation: Synchronising fills from multiple execution venues back to your OMS in real time, with automated allocation logic for multi-account workflows.
• Exchange Certification: Walking your team through the certification process — ICE, CME, LSEG, Eurex, or crypto venues — so you go live on schedule.

Market Data at Scale

Ingesting millions of ticks per second requires specialised architecture. We help firms build resilient market data handlers that provide:

• Zero-Loss Ingestion: Ensuring your historical record is identical to the live tape, with cryptographic verification for audit.
• Sub-Millisecond Normalization: Standardizing data from disparate sources without adding significant jitter — leveraging Aeron, custom binary protocols, and kernel-bypass networking.
• Efficient Persistence: Leveraging time-series optimized storage (kdb+, ClickHouse) for backtesting and analysis alongside tiered storage strategies for cost control.

Real-Time Risk Engines

Protecting capital is as important as growing it. We implement fail-safe architectures and real-time risk checks that operate at the speed of the market. Our risk analytics modernization for a global markets firm cut intraday VaR generation from 3 hours to 14 minutes using Apache Beam and Google Cloud Dataflow — giving the CRO real-time situational awareness during market swings.

From pre-trade limit checks to circuit breakers and automated hedging, we ensure your systems remain within safe operating parameters even during black-swan events.

Proven Impact

• Liquidity Reconciliation Engine: Built a greenfield matching engine for a tier-one bank that reconciled 100% of cash movements, cutting reconciliation from end-of-day batches to near real-time.
• Quant Fund Acceleration: Helped a quant hedge fund cut strategy backtesting from 8 hours to 20 minutes, enabling daily research cycles instead of weekly.
• Realtime Risk Analytics: Unified batch and streaming risk calculations, dropping VaR from 3 hours to 14 minutes.

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