Robotic floor scrubbers have come a long way since the first models hit the cleaning scene in the early 2000s. But it took nearly two decades for them to find commercial success. That breakthrough came in October 2018 when Walmart announced it would deploy autonomous floor scrubbing machines in 360 stores.