One Year with Matic: Looking Back on the Promise of AI Cleaning

It’s hard to believe it’s been a full year since I first unboxed Matic (Well, Matic kinda unboxed itself), the AI-powered robot cleaner that promised to be more than just another vacuum. As someone who started out with a preproduction unit and now owns the full retail version, I’ve had plenty of time to put it through its paces. Here’s what life with Matic really looks like after a year.

Reliability & Hardware: As Solid as Day One

Matic’s hardware reliability has been rock steady from day one—nothing’s broken, worn out, or even required much attention outside the normal consumables like bags and mopping pads (maintenance guide here).Honestly, if you blindfolded me, I couldn’t tell the difference between the preproduction unit I started with and the retail model. It’s still running the same NVIDIA chipset, which performs remarkably well on just 4GB of RAM. The only change is a redesigned water tank cap, now containing silver-infused beads to help inhibit bacteria growth. That kind of thoughtful design speaks volumes about the effort that went into getting it right.

Cleaning Performance: Quiet but Major Improvements

What’s not so subtle: the cleaning improvements. Matic’s object avoidance is noticeably smarter, and it now does super-tight edge cleaning—even getting under toe kicks on cabinets, which was a previous weak spot. The vacuuming and mopping performance is as good as new, and battery life has not degraded – actually it has increased due to software efficiency tweaks. Every update seems to make it just a little bit better at its core job.

Maintenance: Easier Than Expected, With One Catch

Maintenance is, honestly, pretty easy. I go through about one dust bag every two weeks. Around that point, you might start to notice a smell—even if you’re using the recommended cleaning solution and those silver ion beads in the water tank—but what do you expect from a waste bag full of decaying organic matter? Other than that and replacing mop heads, there’s really not much to stay on top of. It’s impressively low-effort for something that’s cleaning your floors every day.

Quick note on something I glossed over: every bag you replace is a true HEPA bag—HEPA 13, to be exact. That’s a big plus if you’ve got allergies to dust, pollen, or other airborne irritants.

A quick warning: You need to be very careful about what you put in Matic. There’s only one authorized cleaning solution (plus plain water) for a reason—most off-the-shelf cleaners, even those labeled as “diluted,” are simply too harsh and can damage Matic’s sophisticated cleaning system over time. I actually put this to the test: on a pure white floor, I ran side-by-side cleaning trials—one with another mopping robot using Bona, and the other with Matic using Aunt Fannie’s. The benefit? You’re not putting a harsh chemical on your floors—especially ones that aren’t designed with pets or small children in mind.

I’m not a cleaning solution specialist, so take my chemical comparison at face value, but bottom line: don’t risk it with unapproved solutions that offer little to no real benefit.

Software & App: Noticeable Progress

Matic’s iOS app (with Android on the way) has seen significant improvements: room detection is smarter, you can merge rooms, it identifies stairs, and spot cleaning works great. There are regular updates—seemingly monthly—and it’s clear the company is ramping up development, not slowing down. Case in point: Matic recently scored a 10 out of 10 on Wired.com (review here), and the user community is growing.

Everyday Use: A New Kind of Routine

I didn’t expect Matic to become such an “everyday” device, but it has. It runs nightly, taking advantage of its exceptional night vision, so I wake up to clean floors. Spot cleaning with the app is so handy that I now use it throughout the day. It adapts seamlessly to changes—new or moved furniture, different floor layouts. I even have a second Matic for my other floor!

Then… Something Unexpected Happened

Something curious started happening once Matic became a regular cleaning partner in our home—it started to feel almost like a member of the family. My family would sometimes treat Matic more like a pet or companion than a piece of technology (maybe that’s why it comes with stickers and googly eyes in the box!). We’d feel bad if it got stuck in a room because of a stray laundry basket, or guilty asking it to clean up a spilled juice. I even caught myself grading its cleaning jobs—I was upset when it picked up an errant shoe lace and congratulated it on cleaning up a large juice spill. With voice controls coming soon, I can only imagine that sense of personality will get even stronger.

Limitations & Pain Points (And The Hallmark of Good Design)

The only minor annoyance is filling the water tank. It’s funny to even call it an annoyance. Because everything with Matic is basically turnkey, something so basic stands out—when it really shouldn’t. At first, it felt like a chore, but compared to the time and effort Matic saves me every single week, it’s barely worth mentioning. That’s the hallmark of good design: if you’re nitpicking a “problem” that doesn’t actually exist, the product is doing its job.

Let’s talk about the elephant in the room: Matic’s size. Yes, Matic is noticeably larger than most other robot cleaners. But that extra heft isn’t just for show—it actually helps Matic climb over higher thresholds and carpets throughout your home. The trade-off, however, is that it can’t squeeze under couches, beds, or other low-clearance furniture. Coming from slimmer, disk-based cleaners, I wondered if this would be a real drawback. But when I thought about it, I realized that even with traditional stick vacuums, I almost never cleaned under those pieces of furniture anyway. In the end, the performance gains far outweigh what’s lost in low-profile access.

Timelapse of How Matic is Built

Nothing has broken, and consumables are holding up as expected. The lack of auto-bin emptying and auto-fill? Still would be nice, but it’s not a dealbreaker. You think you want those features, but you really don’t. Even with an auto-emptying bin or auto-filling solution container, with most robots that just translates to a larger bag or tank you’ll need to empty or fill later.

Privacy & Security

Since I first received Matic there still has been no third-party privacy audits, but after a year, I still trust Matic’s local-only data processing. I closely monitor the traffic leaving Matic on my network, and it’s virtually nothing—proving the “on-device” AI model is real. Their privacy policy is clear and up-front. Once you understand how Matic works, the presence of cameras doesn’t feel invasive at all. There was even a recent AMA that really dug into the privacy aspects of Matic for those who want to know more.

Value: Still No Real Smart Competition (and it takes a team effort!)

After a full year with Matic, it’s clear this AI-powered robot cleaner is in a league of its own.

What’s especially important to note is the quality and vision of the team behind Matic, all based in the United States. The cofounders have deep roots in AI and software, including successful acquisitions by Google to work on the Nest team. When I asked cofounder Mehul about the journey from software to hardware, he explained that their time developing gesture-control software with Flutter taught them a crucial lesson: true innovation requires full control of both hardware and software. Frustrated by the limitations of building algorithms without access to hardware, the team pivoted to a vision-first approach—realizing that solving the biggest problems in home cleaning meant designing the product from the ground up. By building Matic as a true product and not just an algorithm, they could deliver the reliability and intelligence users need in the real world, not just the lab.

One year in, I can confidently say Matic is absolutely worth the price. For me, there are still no real competitors at this level. If you’re on the fence, stop reading and just buy one—you’ll thank me later.

Final Thoughts

First of all, it’s important to note that this review is based on devices not provided by Matic. I was fortunate enough to have access to prototype hardware about a year ago, but I was not paid or compensated for anything I’ve written. Matic was kind enough to share some unreleased behind-the-scenes photos for this article, but they had no input, edits, or influence on what I wrote. I shared with Matic this article for a response before it was posted, and none was provided.

With that said, Matic has gone from an intriguing beta gadget to an indispensable part of my home. The improvements over the past year, the reliability, and the way it simply works—day after day—have exceeded my expectations. Sure, there are other smart vacuums on the market that boast autofilling tanks, auto-emptying bins, or even higher suction power. But features and numbers are just that: items to check off a spec sheet.

What really matters in daily life is how a robot performs where it counts—cleaning consistently, navigating precisely, and integrating effortlessly into your routine. One feature you don’t fully appreciate until you have it—or lose it—is the ability to operate in complete darkness. Living with a unit that navigates flawlessly at night, adapting to shifting surroundings as if it’s broad daylight, ends up mattering far more than anything you’ll find in a product comparison.

I’ve owned robots from Roomba, Dyson, and Roborock. And at the end of the day, it’s reliability, consistent cleaning, and precise navigation that make or break the experience. For me, Matic is the only option.


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