Streaming quantitative risk compute engine built on distributed Redis streams, ClickHouse, and Next.js Server Components, recalculating Value-at-Risk (VaR) in sub-100ms intervals.
Why traditional off-the-shelf software or agency workflows were unviable for this deployment.
Legacy risk calculation batches ran overnight, leaving quantitative trading desks blind to intraday cross-asset exposure during extreme market volatility periods.
Institutional trading operations need real-time awareness of cross-asset portfolio exposure. Traditional overnight batch processes left risk desks blind to intraday flash crashes, liquidity crunches, and regulatory margin breaches during high-volatility trading sessions.
We built a streaming risk compute engine on top of distributed Redis streams and Next.js Server Components that recalculates Value-at-Risk (VaR) and stress-test scenarios in sub-100ms intervals.
Streaming WebSockets dashboard updating 50,000+ portfolio parameters at 60fps.
Automated FINRA-compliant audit trail recording all simulation parameters immutably.
High-throughput tick streams normalized and pushed into Redis Streams buffer.
Worker nodes calculate parametric and historical VaR across 50,000+ asset parameters.
Immutable time-series records persisted for regulatory audits and backtesting.
Delta updates dispatched via binary WebSockets to high-frequency client dashboards.
How CmdFlow built, validated, and shipped this production software.
Leveraged ClickHouse for column-oriented historical tick analytics and Redis for sub-millisecond in-memory order-book caching. The frontend uses a custom Virtualized Data Table and WebGL canvas components to render hundreds of thousands of dynamic cells smoothly.
All components, schemas, and pipelines delivered with full client IP ownership and zero proprietary vendor lock-in.
We build software that scales effortlessly. Our engineering practice delivers clean TypeScript architectures, type-safe APIs, resilient authentication, and high-throughput databases tailored to your business logic.
Service DisciplineMoving beyond generic chatbots, we engineer deterministic agentic systems that execute mission-critical business processes with strict validation, auditability, and data security.
Air-gapped ambient clinical documentation service capturing audio streams via secure WebSockets, redacting protected health information (PHI) locally, and structuring FHIR-compliant payloads for Epic and Cerner EHR integration.
Unified multi-platform design system consolidating 120+ components into a standardized Tailwind CSS v4 tokenized library with automated Figma variable synchronization and WCAG 2.1 AA compliance.
Connect with CmdFlow to evaluate technical requirements, timeline estimates, and dedicated squad engagements.