iGarden has launched the M1-AI Series, a luxury pool cleaner built around computer vision, adaptive suction, and a promise that sounds almost suspiciously convenient: up to 30 days of operation without servicing. Instead of following fixed routes like a conventional pool cleaner, it maps the pool in 3D, spots debris in real time, and changes course on the fly.
That shift matters because pool robots have long been good at one job and mediocre at the annoying part – reducing human babysitting. iGarden is pitching the M1-AI as an appliance that behaves more like a smart-home device than a glorified vacuum, and that is a smart place to attack a fairly old category.
Bionic AI Dual-Camera and 3D ”S” path planning
The core of the system is Bionic AI Dual-Camera, which builds a three-dimensional model of the pool while the robot is working. On top of that, the AI Target Mode identifies concentrated dirt patches and redirects cleaning effort where it is needed most, while 3D ”S” path planning adapts the route to the shape of the pool and reduces repeat passes.
iGarden says the result is up to 99% removal of debris from the bottom in about 20 minutes. Competing pool robots often advertise strong suction or app control; fewer try to sell the idea that the machine should think for itself. That is the real pitch here, and it is a more defensible one than yet another ”more powerful motor” story.
AI Adaptive Suction changes power on the fly
The M1-AI also adjusts how hard it works depending on what it finds. AI Adaptive Suction keeps power low for fine dust, then ramps up automatically for leaves or larger debris. The AI-Inverter 2.0 architecture is designed to balance performance and energy use dynamically, which is the kind of feature that sounds boring until you realize it is how you get longer runtime without turning the robot into a brick with wheels.
- Autonomous operation: up to 30 days on one service cycle
- Cleaning result: up to 99% of bottom debris in about 20 minutes
- Vision system: Bionic AI Dual-Camera with 3D mapping
- Compute: 4K image processing and a 6 TOPS neural processor
OmniLogic AI coordinates the cleaning route
The platform behind the decisions is OmniLogic AI, which analyzes pool conditions in real time and plans cleaning routes accordingly. The company also says the unit combines InfinityDrive for longer operation and HyperBoost for stronger suction, aiming to stay effective through heavier seasonal dirt loads.
This is part of a wider pattern: robotics firms are increasingly moving away from ”automation” as a buzzword and toward actual autonomy. The winners in this category will be the brands that reduce touchpoints, not just add another app screen, and the M1-AI is clearly built for that argument.
Autonomous pool cleaning is the next fight
For now, the obvious question is whether buyers will pay luxury money for less attention rather than faster cleaning. My bet: in the premium segment, yes – because the promise of a pool robot that quietly handles itself for weeks is easier to sell than incremental suction gains. The awkward part for everyone else is that this sets a new expectation: if your cleaner still needs constant check-ins, it is already looking dated.