The Narwal Flow 2 an AI-forward robot vacuum and mop that uses its smarts to determine how dirty your floor is, and the best way to clean it

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Narwal Flow 2: two-minute review

I’ll be the first to tell you that I have had a hate-love relationship with robot vacuums. However, over the years, I’ve watched as the technology has improved, resulting in better mapping, improved object avoidance, and exciting features. This is why I was all too glad to test the Narwal Flow 2 robot vacuum.

Narwal introduced its 2026 flagship robot vacuum in January, which resulted in a lot of buzz. It’s not the first robot vacuum to have dual cameras, but the way they work with the LM OmniVision AI Model feels like a big leap forward.

During testing, I observed the Narwal Flow 2 robot vacuum recognizing the dirtiness of a floor and adjusting the suction and mopping capabilities. Plus, its ability to ‘smart clean’, or recognize which areas of your house need deeper cleans, and avoid and identify obstacles is next to none. Although I don’t have pets or babies, the Pet Care Mode and Baby Care Mode are quite cool because they let the Flow 2 find your pet (and play with it), switch to quiet mode near cribs, and avoid crawling zones.

Overall, I found the Narwal Flow 2 ’s smart capabilities very impressive, and its customization capabilities within the app particularly convenient. Its mopping capabilities are its best feature, and when paired with vacuuming, it does a great job of cleaning all floor types — though it doesn’t fare as well with edge or corner cleaning. The suction capability wasn’t strong enough to pull super-fine materials like flour from a thick rug, but it did better than other robot vacuums I’ve tested. I would have also liked it to be half an inch shorter so it could fit under my kitchen cabinets.

The Narwal Flow 2 stands out in other ways too, such as its ability to climb over high thresholds, app and voice controls, and video feeds. The dock automatically empties the dust cup, and washes and dries the roller mop with hot water and hot air. I still think you’ll need a vacuum and a wet-dry vacuum on hand for deeper cleans or to reach spaces the robot vacuum can’t go, but the Flow 2 will do a stand-up job at keeping your home pristine between deep cleans.

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