Cognitive Support Research for Traders
TradeUpCoach is an experimental system designed to detect cognitive drift during trading sessions and deliver timely interventions — before mistakes happen.
Built on CognitiveOS — our real-time cognition research platform.
Our research explores whether real-time cognitive monitoring can improve trading outcomes.
We are developing algorithms to identify behavioral changes that precede poor trading decisions — potentially before conscious awareness.
The system will learn individual behavioral signatures. Each trader's triggers and warning signs are hypothesized to be unique.
We are testing whether well-timed, minimal interventions can redirect behavior before costly mistakes occur.
The research aims to determine if cognitive support can help traders execute their existing strategies more consistently.
Empirical evidence suggests that cognitive-emotional factors, not strategy knowledge, account for the majority of retail trading losses.
Loss-chasing behavior appears to follow predictable physiological and behavioral markers.
Pre-defined trading rules are frequently abandoned during periods of heightened emotional arousal.
Research indicates that cognitive drift often precedes conscious recognition by several minutes.
Current tools provide retrospective analysis; no system offers validated real-time intervention.
TradeUpCoach is designed to address this gap — providing real-time cognitive support that may detect drift patterns and intervene before decision quality degrades.
Our research employs a multi-signal approach to cognitive state estimation.
The system will monitor trading sessions unobtrusively, collecting behavioral and contextual data.
Machine learning models will analyze multi-modal signals to estimate cognitive state in real-time.
When drift probability exceeds threshold, the system will deliver personalized, minimally-disruptive prompts.
We will measure intervention effectiveness through decision quality metrics and participant feedback.
We have developed an interactive visualization of the proposed intervention system. This prototype demonstrates intended functionality — not validated outcomes.
🔬 Research Prototype — Not a Product
This visualization illustrates how the cognitive support overlay will function during trading sessions. All data shown is simulated.
View the PrototypeThe Research Platform
CognitiveOS is our experimental cognitive monitoring framework. It is designed to detect cognitive drift — the transition from deliberate reasoning to emotionally-driven decision-making under pressure.
Trading represents our initial research domain. The underlying methodology may generalize to other high-stakes decision environments.
View System ArchitectureTradeUpCoach is currently in Phase 0 — foundational research and hypothesis validation. We are recruiting a limited cohort of traders to participate in early-stage testing.
Participation is voluntary. We will contact qualified candidates as research phases progress.