StressTrace cognitive-load model
JAQL Framework
The model ingests operational metadata — response latency, command-pattern drift, approval cadence — and builds a per-operator cognitive baseline. Deviations are correlated with machine telemetry to flag insider-risk and social-engineering campaigns earlier.
It is a shipping product capability inside StressTrace, not a research artefact. See the StressTrace page.
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.