XO: operations as code.
xo-hq ][ xo-hq.com
Architect and implement resilient, distributed systems and ETL pipelines for high-frequency trading and large-scale analytics, leveraging Java, Go, and Python atop robust data databases like Postgres, ClickHouse, MongoDB.
Our dataflows are orchestrated using Apache Flink, Spark, Airflow, Kafka, Apache Camel, BPMN engines, and business rules platforms, enabling uninterrupted, high-volume ingestion of streaming tick data, telemetry, and alternative feeds.
The stack spans on top of IaC, OpenTofu, GitOps, and modern service meshes, with pragmatic use of machine learning and production-grade AI to ensure flawless integration across execution venues, risk management systems, and research pipelines.
Deliver comprehensive expertise in DevOps, Kubernetes, and cloud transformation, balancing reliability, velocity, and scalability for complex, mission-critical environments.
We implement CI/CD, observability, and infrastructure-as-code, layering in DDoS mitigation, hardened hosting, and advanced traffic controls to maintain uptime against evolving threats.
Our engagements span AWS, GCP, and Azure and are driven by compliance, performance, and cost discipline.
Services include detailed readiness assessments, automated runbook design, SRE mentorship, and hands-on support for live incidents and rapid remediation.
Engineer affiliate ecosystems with transparent attribution, programmatic payouts, and actionable analytics, built for accuracy and scalability.
Metrics dashboards expose cohort quality, conversion funnel efficiency, chargeback risk, and traffic sources, updating with real-time data streams.
Unified tracking knits together pixels, postbacks, and offline reconciliation, giving operations, marketing, and finance a synchronized, audit-friendly view across the funnel.
Deploy proprietary capital across public equities, real estate, REITs, and structured credit, using asymmetric risk strategies and liquidity-driven portfolio design.
We operate entirely with our own capital—outside money is never accepted—to guarantee aligned incentives and agile decision making.
Portfolios combine index overlays, direct credit, and opportunistic property strategies, enabling responsive exposure during market stress.
Research blends macro regime analysis, cross-asset correlation mapping, and microstructure insights to transform market data into investable conviction.