AirSensei
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Better questions about the air.

Short notes on the ideas behind AirSensei: what to observe, how the system connects, and what makes a result worth sharing.

From the notebook

These are design and method notes. They describe how to approach a question; they do not report completed AirSensei studies or measured product performance.

01 · Observation

A reading needs a little context.

A chart is more useful when you can connect a change with something that happened in the room. Begin with one question, such as “How does this room change between an empty afternoon and an evening at home?”

A simple observation log

  • Record the room, sensor model, placement, date, and time.
  • Note events such as cooking, cleaning, an open window, or a change in occupancy.
  • Keep the sensor in a consistent location while comparing periods.
  • Record missing readings and changes to the setup alongside the data.

The EPA’s Enhanced Air Sensor Guidebook covers planning, collecting, and interpreting sensor measurements. It is a useful starting point for a more structured observation.

02 · System design

Separate the network from the controls.

In the AirSensei design, Air Hub provides the Thread path into the home network. A Matter controller has a different job: setting up compatible devices, managing its relationship with them, and sending supported commands.

This distinction helps when adding an existing smart-home system. A second controller does not automatically mean you need a second network; a compatible device can be shared through Matter’s multi-admin flow.

See our Home Assistant overview for the planned AirSensei experience. For the underlying network and sharing behavior, read Home Assistant’s Matter documentation and the Thread Group overview.

03 · Evidence

What should sit beside a performance claim?

A useful evaluation explains the setup as well as the result. Before comparing products or drawing conclusions from a chart, look for the question being tested, the conditions, and the limits of the measurement.

Details to look for

  • The hardware and software version, plus the number of devices tested.
  • The reference measurement, test duration, and room or chamber conditions.
  • How missing data, calibration, and unusual observations were handled.
  • The variation between devices and the conditions where the result applies.

The sensor-performance chapter of the EPA Air Sensor Guidebook explains how to read evaluations. Product renders and design specifications serve a different purpose from a measured result.

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