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Inviscid AI

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Real-time Physics Simulations for Industrial Facilities & Data Centers

Winter 2026Founded 20252 peopleRemote
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AI insightcan contain mistakes
Building Physics Simulation AISaaSFacility managers and data center operatorsLow competition
Moat
CFD modeling + real-time IoT integration enables autonomous HVAC optimization.
Key risk
Facility management incumbents may integrate similar capabilities; requires significant customer education.
Why now
Energy costs and carbon reduction mandates drive urgency for autonomous building optimization.
Competitors
Honeywell, Johnson Controls, Helical

About

Inviscid AI builds physics-informed AI solutions that transform how buildings and data centers operate. By combining real-time IoT sensor data with computational fluid dynamics (CFD) modeling, we create digital twins that simulate building performance in real time and autonomously optimize operations. Our platform optimizes airflow patterns and ventilation strategies to eliminate dead zones, improve air distribution, and reduce the load on mechanical systems. On the energy side, we minimize HVAC power consumption, reduce cooling costs, and lower overall operational expenses while maintaining optimal thermal comfort and indoor air quality. Beyond immediate operational efficiency, we optimize equipment scheduling and maintenance cycles by predicting system behavior under different conditions, allowing facilities managers to proactively address issues before they become problems. Our physics first approach ensures that we're not just optimizing against historical patterns, but optimizing based on a deep understanding of how air, heat, and energy actually move through your building, enabling us to find solutions that traditional rule-based or purely data-driven systems would miss.

Founders ยท 2

Kabir Jain
Kabir JainFounder

I like physics and AI

Ziming Qiu
Ziming QiuFounder

I make simulations :).

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