AI-driven HVAC controls for residential and light commercial buildings
AIIR Intelligent HVAC is a 2024 startup building ML-powered control systems for HVAC equipment. The tech stack is hardware-first—KiCad, Cadence, SolidWorks, ANSYS, Embedded Linux—paired with dashboards and ML feature pipelines, reflecting a company simultaneously shipping physical products and training real-time control models. Engineering dominates the 16-person team at mid and senior levels, with active hiring in the US and India, suggesting parallel product development and cost-optimized scaling.
AIIR Intelligent HVAC designs control algorithms and electronic hardware for residential and light commercial HVAC systems, targeting energy reduction and improved indoor comfort. The company is in active product development across thermal design, control systems, and commissioning validation. Projects include hardware design, advanced control algorithms, ML model training from operational telemetry, and new product introductions. The business sits at the intersection of mechanical engineering (CAD, simulation) and embedded AI (feature engineering, dashboards), serving installers and building operators.
Hardware: KiCad, Cadence, SolidWorks, ANSYS, Creo, Altium, embedded Linux. Communications: Bluetooth Low Energy, Wi-Fi, UART, I2C. Operations: Jira, Confluence, GitLab, NetSuite. No adopting or replacing signals detected in recent hiring or project data.
Carrollton, Texas. The company was founded in 2024 and is privately held with 11–50 employees.
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