Edge isn't found.
It's engineered.
KPRS is building a data-driven trading and execution platform for digital asset markets, combining quantitative research, real-time market infrastructure, and automated strategy deployment.
Built for internal trading and expanding into trader-facing software, monitoring, and execution tooling.
A trader-facing platform built from the desk.
KPRS Terminal is a trader-facing platform built from the systems behind our internal desk. The first release focuses on unified execution, live portfolio visibility, and research-grade market monitoring across venues.
Built on the same data, execution, and monitoring stack that powers our internal operations.
Multi-venue execution
Unified execution workflows across centralized and decentralized venues.
Portfolio visibility
Live positions, balances, and exposure views across accounts and venues.
Market monitoring
Research-grade market surveillance, health checks, and operator alerts.
Research, execution, and systems
KPRS is a research-driven digital asset trading firm building systems for quantitative research, execution, and risk management.
We deploy our own capital across spot, derivatives, and decentralized markets while developing internal infrastructure for data processing, strategy development, monitoring, and automated execution.
Our work sits at the intersection of market microstructure, distributed systems, and machine learning. Built independently by traders and engineers with backgrounds in finance, physics, and computer science, the stack is initially developed for internal use with broader platform applications in development.
Technology built for live markets
KPRS builds the market data, research, execution, and monitoring systems that support the trading desk and inform KPRS Terminal.
Real-time market data
Normalized feeds, venue adapters, and event pipelines for live decisioning.
Research and simulation
Backtesting, replay, and experiment environments for strategy development.
Execution tooling
Internal order routing, venue controls, and workflow automation.
Risk and portfolio monitoring
Live exposure, PnL, system health, and operational oversight.
Signal research
Statistical and machine learning-assisted workflows for model evaluation.
KPRS Terminal
Internal systems informing a trader-facing product built from the same stack.
Strategy domains
Market Making
Liquidity provision across centralized and decentralized venues, supported by internal quoting, routing, and inventory controls.
Arbitrage
Cross-venue and cross-instrument dislocations captured through unified market data, execution logic, and position management.
Systematic Trading
Signal-driven trading across spot and derivatives, combining statistical methods, simulation, and automated deployment.
Decentralized Markets
Protocol-native execution and liquidity strategies with chain-aware monitoring, tooling, and risk controls.
Built for speed
Our stack is designed for continuous operation across centralized and decentralized markets. It combines real-time market data ingestion, research and backtesting infrastructure, distributed computation, execution and risk systems, and live monitoring with operator alerting.
Streaming collection and normalization across venue and onchain sources.
Backtesting, replay, and experimentation environments for model iteration.
Batch and real-time compute supporting research, monitoring, and execution.
Automated routing, controls, and exposure management across strategies.
Operational visibility across services, venues, positions, and system health.
Redundant services, recovery paths, and resilient operating workflows.
Low-latency venue connectivity is paired with redundant services, recovery paths, and operational controls built for high-availability trading workflows.
Markets and venue coverage
We operate across major centralized venues, onchain protocols, and settlement networks relevant to digital asset liquidity and execution.