Who's on the clock?

What is Tumble doing with AI?

1 tracked update since Oct 12, 2025 (1 pilot), affecting 1 job: Laundry and Dry-Cleaning Workers.

Time card for laundry and dry-cleaning workers: 58m of an 8-hour shift touched by AI or robotsTime card: Laundry and Dry-Cleaning Workers →

Home / Companies / Tumble

0Rolling out
1Pilots
0Pulled back
0Plans and forecasts
1Jobs affected
Oct 2025First tracked

What does this mean for workers? Tumble's move touches 1 job, which employs about 198,000 people in the U.S. For laundry and dry-cleaning workers, AI and robots already touch about 58m of a typical 8-hour shift. A single company's move is an early signal for these jobs, and the time cards show how far the change has spread nationally.

A pilot is a limited test, often at a few sites, that may or may not expand.

On the floor

  1. Pilot
    Tumble tests a folding robot in its San Francisco laundry

    Laundry service Tumble installed Weave Robotics' Isaac robot in its North Beach laundry room, where it folded about 15% of one customer order. The founder said there is no timeline but hopes to reach 50%.

    The San Francisco Standard · Laundry and Dry-Cleaning Workers

Jobs affected

HumanWith AIAIRobot