When you first install your Phyn Smart Water Assistant, it enters a learning phase.
During this time, Phyn listens to water usage patterns and collects the feedback you provide, but it does not immediately apply that knowledge. After a few weeks, you will begin to see noticeable improvements in fixture identification.
What to Expect
Phyn typically needs about 5–10 feedback corrections or labels for a fixture before it starts adapting to that fixture’s usage pattern
Over time, it may only need 3–5 corrections as the system becomes more refined
Improvements happen gradually as the system learns from both your home and anonymized usage patterns across many homes
How You Can Help
Providing feedback early on helps accelerate improvements.
When you label fixtures or correct misidentified events:
The system learns your specific plumbing patterns
Fixture identification becomes more accurate
The experience improves for you and other Phyn users
The more feedback you provide in the early stages, the faster Phyn adapts to your home.