Internal R&D for Algorithmic Market Systems
KometX is an internal research and development lab. We design, test, and operate proprietary algorithmic systems for our own market participation. Our work combines market research, engineering discipline, and production-grade operations—measured by robustness, not hype. We publish selected research notes for education and transparency, separate from what we run in production.
Our focus is on building durable, evidence-driven systems through continuous iteration and rigorous validation.
Educational content only. Not investment advice. No client services.
Proprietary R&D
In-house research, modeling, and validation
Engineering-First
Monitoring, controls, and operational reliability
Continuous Iteration
Data → hypothesis → testing → deployment
Research Pillars
Six core domains guiding our approach to algorithmic market systems
AI & Pattern Intelligence
Feature engineering, regime detection, and sequence modeling for robust trading signals.
Learn moreMarket Microstructure & Execution
Liquidity behavior, spreads, slippage, and execution logic under real-world constraints.
Learn moreRisk & Portfolio Systems
Exposure control, drawdown constraints, stress testing, and risk gating mechanisms.
Learn moreAutomation & Reliability
Monitoring, incident response, and production operations designed for continuous uptime.
Learn moreSecurity & Integrity
Access control, auditability, system hardening, and secure development practices.
Learn moreInfrastructure & Data Pipelines
Cloud compute, data engineering, storage systems, and repeatable research pipelines.
Learn morePlatform Surfaces
Public interfaces that reflect market context and selected research outputs
Market Dashboard
A live interface providing real-time market state, context, and system observations.
Open DashboardMarket Segments
Comprehensive coverage map across instruments and our classification of market behavior patterns.
View SegmentsEconomic Calendar
Macroeconomic event schedule for enhanced situational awareness and risk context.
Open CalendarTechnology-Driven Excellence
Our approach to R&D, DevOps, SecOps, and production reliability engineering.
Explore TechnologyResearch Notes
Selected insights from our internal research and engineering work. Published for educational purposes and transparency.
Not investment advice. Educational content only.
Explore the Research
Navigate the platform surfaces, review our scope, or read selected notes.
Educational content only. Not financial advice.