Stephanie McLin
The Role of AI in the Modern Building Envelope: From Design Tool to Strategic Decision Engine
AI tools promise to reduce building envelope failures, but misapplied inputs and unvalidated models…
Data Centers and the Building Envelope: Why Enclosure Performance Has Become Mission-Critical
Copper and zinc composite panels share ACM's form but not its installation rules—misapplied details…
Can AI Improve Building Envelope Quality Control?
Air barrier failures at curtainwall-to-opaque wall transitions stem from unassigned contract scope, not field…
AI, Digital Twins, and the Future of Building Envelope Management
Air barrier failures at curtainwall-to-opaque wall transitions stem from unassigned contract scope, not field…
How AI Could Change Building Envelope Consulting
Air barrier failures at curtainwall-to-opaque wall transitions stem from unassigned contract scope, not field…
AI and the Future of Facade Engineering
Air barrier failures at curtainwall-to-opaque wall transitions stem from unassigned contract scope, not field…
The Role of AI in Building Envelope Design, Construction, and Operations
Air barrier failures at curtainwall-to-opaque wall transitions stem from unassigned contract scope, not field…
The Quiet Rise of Building Envelope Litigation
Explore how advanced thermal modeling tools are making modern buildings more efficient, responsive, and…
The Hidden Moisture Risks of Electrification Retrofits
Explore how advanced thermal modeling tools are making modern buildings more efficient, responsive, and…
Ice Dams Are Getting Worse—Not Better—With Modern Insulation Retrofits
Explore how advanced thermal modeling tools are making modern buildings more efficient, responsive, and…
Facade Fires Are Forcing a Global Re-Evaluation of Cladding Systems
Explore how advanced thermal modeling tools are making modern buildings more efficient, responsive, and…
Why Building Envelope Commissioning Is Moving from Optional to Expected
Explore how advanced thermal modeling tools are making modern buildings more efficient, responsive, and…
