Technology.
The technology choices below reflect what has been deployed in production and operated under live load.
Cloud infrastructure
Bare-metal, dedicated virtual machines, and managed services are combined per workload. Order routing, model training, and public APIs are placed on infrastructure suited to each.
Read moreData & APIs
An eight-shard streaming pipeline handles continuous market-data updates with SQL MERGE persistence. WebSocket fan-out supports thousands of concurrent subscribers with per-symbol throttling.
Read moreAI engine
Tabular models (LightGBM) for signal generation and conviction scoring. Trained on historical data, walk-forward validated, exposed as REST endpoints, and monitored in production.
Read moreSecurity & compliance
Customer data is held in Switzerland by default. Workload locations are disclosed and client-specific residency requirements are accommodated.
Read moreEngineering practice
Each engagement is staffed with senior engineers with prior production experience in financial systems. No pyramid staffing, subcontracting, or junior delivery.
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