Real-Time Energy Analysis with AI

Traditional energy modeling happens late in design — often during DD or CD, when major changes are expensive. AI-powered tools bring energy analysis into schematic design, where it can actually influence form.

**cove.tool:** Real-time energy, daylight, and cost analysis as you design. Connects to Revit, Rhino, and SketchUp. Change a window size and instantly see the impact on heating, cooling, daylighting, and cost. No separate energy model needed — it analyzes your design model directly.

**Sefaira (now part of Trimble):** Similar real-time analysis integrated into SketchUp. Particularly strong for early-stage massing decisions and facade optimization.

**The design impact:** When you can see energy consequences in real-time, design decisions change. That dramatic all-glass south facade might look stunning, but when you see it adds $200K in mechanical cooling costs and 40% energy penalty, you explore alternatives. AI helps you find the design that looks great AND performs — not one or the other.

**Optimizing the envelope:** AI can run thousands of iterations testing different combinations of window-to-wall ratio, glazing type, insulation value, shading depth, and orientation. The output: a Pareto frontier showing the optimal tradeoffs between energy performance, daylight, views, and cost. You pick the point on the curve that matches your priorities.

**AIA 2030 Commitment:** If your firm has signed the 2030 Commitment, AI energy analysis is not optional — it is essential. Meeting the targets requires performance-driven design from day one, not retroactive energy fixes.