StressTrace
What it is
Cognitive cybersecurity that watches the humans operating the systems, not just the machines.
The problem it solves
Most breaches start with a stressed, distracted or socially-pressured human. Standard SOC tools watch packets and processes but ignore the operator entirely.
Industries served
Banks, insurers, government CERTs, defence operators, large enterprise SOCs.
How it works
A cognitive-load model (Heimdall) ingests command-pattern and approval-cadence signals from privileged users, correlates them with machine telemetry via quantum-inspired spectral methods, and routes high-severity findings through the HIQTF transmission path so the alert cannot be silently rewritten in transit.
Status / proof
Production deployments report 76% faster mean-time-to-detect on monitored workflows. Pilot framing applies.
FAQs
Is Heimdall a separate product?
No — Heimdall is the cognitive model inside StressTrace, not a standalone product.
Does StressTrace require new sensors?
No. It uses existing identity, EDR and SIEM telemetry plus consented human-factor signals.
How is the human signal collected?
From operational metadata (latency, approval cadence, command patterns) — not from biometrics or content.
Research references
← All products · JAQL Research
Published by Jumpstart AI and Quantum Labs. Co-founders: Dr. Nupur Mukherjee (Chief Science Officer) and Kishan Sathyan (Chief GTM Officer). Research cited as SSRN preprints; JAQL technology is quantum-inspired and runs on classical infrastructure.