Research from the frontier
Field-validated technical research on digital twins, CFD-driven cooling, and predictive operations.
March 2026 · 32 pages
The Operational Digital Twin Reference Architecture
A technical reference for designing a digital twin platform capable of bridging progress monitoring and operations.
February 2026 · 24 pages
CFD-Driven Cooling Optimization for Tier-III+ Data Centers
A study of CFD-based digital twin deployments and the measured impact on PUE and cooling spend.
January 2026 · 28 pages
AI-Driven Predictive Maintenance for Critical Infrastructure
A field-validated framework for moving from condition monitoring to true predictive operations.