Matic claims 99.999% visual SLAM across 16,000 homes
Nine years in, the floor cleaner company says perception is nearly done and manipulation is phase two.
Matic's Mehul posted the company's nine-year argument for building home robots in a different order, and the number at the center of it is 99.999%. That is the rate he says Matic's visual SLAM (how a robot maps its surroundings and works out where it is inside them) runs at across more than 16,000 family homes. The fleet has covered 500 million square feet and 400,000 miles inside real lived-in homes.
The pitch is eyes before hands. Most of the industry, Mehul writes, started at the top with humanoids. Matic started at the bottom with a robot whose job is to see and move through a home to 1cm accuracy in any lighting. Floor cleaning was the job that forced the company to deal with clutter, privacy and everyday reliability before reaching for chores that need a gripper.
The nines are the whole argument
His framing of reliability is the sharpest part of the thread. At 90%, one in ten decisions is wrong, and a robot makes thousands of them in a single clean. That is the robot that bumps, gets lost and falls down the stairs. Every extra nine gets rarer, harder to find and exponentially harder to fix, and the remaining failures barely happen until they happen in your house. He says the gap between 80% and 99.999% is where nine years of engineering went.
Every extra nine is a new mountain. The failures get rarer, harder to find, and exponentially harder to fix.
Matic closes that gap in the homes themselves. When the robot handles something badly it saves a short clip on the device. The clip only leaves if the family chooses to share it, and if they do it gets labeled and fed back into the model.
Mehul also takes a swing at the academic line that indoor SLAM is solved. Real homes have glass doors that look like open doorways, mirrors, stairs, shifting rugs, charging cables and Legos. If it is solved, he asks, why are airports, hotels and grocery stores not full of robots.
Shown versus claimed
Every figure here is Matic's own, from Matic's own fleet, with no outside test or third party audit behind it. The company also claims to be the only unsupervised home robot at scale with pure vision-only full autonomy, which is a superlative nobody outside Matic has checked.
NYU's Lerrel Pinto vouched for it anyway, saying their work is refreshingly real and he wishes he had an early stake.
If you are tired of seeing gimmicky demos and want robots to just work please see Matic.
Phase one, perception, is nearly done by Mehul's account. Phase two is manipulation, a robot that does not just move through your home but acts in it. No timeline, no hardware, no details on what that robot looks like.