Measured Results

Before and after a 12-week training program

Figures are the median across our last 9 commercial programs, measured on the client's own hardware inside partner homes using HomeBench-200. We publish the same numbers internally — if a skill regresses, it does not ship.

+129%

Task success rate, first attempt

−88%

Human interventions per day

Metric
Untrained
Trained
Whole-home tidy, 8 tasks
41%
94%+129%
Unseen object pickup
23%
87%+278%
Time to clear a dining table
9m 40s
3m 35s−63%
Human interventions / day
7.4
0.9−88%
Weeks to adapt to a new home
never
2.1new
Nightly unattended run
not possible
standardnew