A Universal Thermodynamic Approach to Decay Correction

Advanced science powering smarter decisions across industries

Predict with Precision

Vigil Engine applies a thermodynamic framework to help organizations gain earlier, clearer insight into system degradation and reliability trends.

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Thermodynamic Insight into Decay and Degradation

Vigil Engine is designed to support clearer understanding of how degradation unfolds under real operating conditions. By grounding analysis in thermodynamic behavior rather than fixed assumptions, the platform helps teams reason more confidently about uncertainty, variability, and long-term reliability behavior across systems.

Deterministic Core with AI-Assisted Interpretation

The Vigil Engine Core operates as a deterministic, physics-grounded analytical foundation. AI-supported interpretation assists in contextualizing complex degradation behavior while maintaining strict separation between computation and interpretation. This design supports clear reasoning about reliability trends across a wide range of diverse datasets.

Reach out, stay ahead!

We are currently seeking candidates for OEM Pilot Integrations. Early testing reveals tighter forecasting, cleaner signals, and substantial improvements in reliability analysis—clearly outperforming traditional decay methods. Stay ahead of the curve. Reach out anytime for questions or support.