Your Home Notices When Something Is Off: Anomaly Detection in Onwords Living Homes
The most useful thing a home can do is notice what you missed. Once an Onwords Living Home has learned your normal routine, it also learns what out of the ordinary looks like. If a light that is always off by now is still on, or a routine you keep every day did not happen, the home quietly tells you. It is a gentle nudge, not an alarm, and you decide what to do.
Normal is the baseline
You cannot spot the odd thing until you know the usual thing. Because an Onwords home first learns your daily rhythm, it has a real baseline of how your home normally looks and behaves. Anomaly detection is simply the other half of that learning. If you want the first half, our home that learns your routine is where the baseline comes from.
What counts as off
Two everyday kinds. A missed routine, where something you almost always do around this time did not happen, so you probably forgot. And an unusual state, where a device is sitting in a state it is rarely in at this time, like the hall light still on late at night.
Something you keep most days did not happen around its usual time.
A device is in a state it is rarely in at this time of day.
It tells you, calmly
When the home sees today break the pattern, it sends a quiet, plain message in the app, in your words, such as a note that a light is usually off by now and is still on. No jargon, no panic, just a heads up.
The hall light is usually off by now, and it is still on. Tap to turn it off, or dismiss this.
How an Onwords Living Home notices when something is off
Four steps, in order, and it happens quietly in the background.
- 01
It learns your normal
First the home learns your daily routine and how each room usually looks at a given time, which becomes its baseline of normal.
- 02
It compares today to normal
Through the day it checks whether today matches that baseline, watching for a routine you missed or a device in an unusual state.
- 03
It sends a calm nudge
When today breaks the pattern, the home sends a quiet, plain message in the Living Home app, such as a note that a light is usually off by now and is still on.
- 04
You decide
You can fix it in a tap, dismiss it, or ignore it. The home never acts on its own, it only gives you the heads up.
You stay in control
A nudge is a suggestion, not an action. You can fix it in a tap, dismiss it, or ignore it. The home never scolds and never acts on its own.
It tells you, you decide. Nothing happens to your home unless you choose it.
Fewer wasted bills and small worries
Catching a fan or geyser or light left on saves energy and money, and knowing your home is quietly watching for the odd thing is one less thing to carry when you are out or away.
A fan, geyser or light left on gets caught before it runs all day.
A quiet watch on the odd thing, so you carry less when you are away.
Part of the Onwords Living AI
Noticing when something is off works hand in hand with learning your routine and keeping the home healthy, the intelligence built into every Onwords Living Home. Get to know Iniyal, or get a smart home quote and we will design a home that quietly looks out for you.
FAQ
Once your home has learned your normal routine, it notices when today does not match, such as a light left on or a routine you usually keep that did not happen, and it quietly tells you in the app.