Intelligent systems that quietly do the right thing.

Airy Labs builds privacy-preserving, sustainable sensor systems—seamlessly integrated into everyday objects. From sensor data, we infer high-level intent and predict needs using advanced ML, so the proper actuation happens at the right time and in the right place.

Approach

A simple chain from real-world signals to actions—built to be measurable, safe, and deployable.

Sensing
Privacy-preserving sensors embedded in everyday objects.
Understanding
Intent inference from multi-signal patterns over time.
Prediction
Forecast needs and context using advanced ML models.
Actuation
Right-time, right-location control in the physical world.

First domain: HVAC for homes and buildings

A practical starting point: it’s ubiquitous, measurable, and benefits directly from better sensing and predictive timing.

Comfort

Adaptive control that aligns with real occupancy and preference patterns.

Efficiency

Reduce energy waste by anticipating demand and avoiding over-conditioning.

Seamless deployment

Designed to integrate into existing spaces with minimal friction.

Open to collaboration

We welcome collaborations with research institutions and university partners across sensing, ML for time-series, building systems, HCI, and privacy-preserving intelligence.

Research partners

Joint studies, prototypes, and field evaluations in real environments.

University labs

Collaborations on methods, datasets, and publishable results.

Industry pilots

Early deployments with clear success metrics and responsible guardrails.

Contact

Email us directly.

For collaboration inquiries, include a brief description of your lab/group, the environment (home/building), and what kind of study or pilot you have in mind.

Collaboration areas

Privacy-preserving sensing, intent inference, time-series ML, edge intelligence, and building climate control.