SpiralWatch™ 1.5: Human-Pressure-Aware AI Assurance

Technical Whitepaper

SpiralWatch 1.5 is a model-agnostic behavioral assurance framework for AI systems deployed in high-stakes human contexts.

This technical whitepaper explains:
the Human Pressure Quadrant (HPQ),
scenario-driven evaluation,
oracle scoring and fail-closed certification gates,
and how SpiralWatch integrates into modern CI/CD and release pipelines.
Designed for engineers, SpiralWatch brings behavioral governance into the same discipline as testing, verification, and release engineering.

Download to see how SpiralWatch verifies AI behavior under real human pressure.