On a pre-dawn morning at a championship golf course, while the greenskeeper is still pouring his first coffee, a machine the size of a large suitcase glides silently across the 12th fairway.
It detects a fox cutting diagonally across its path, adjusts its trajectory with precision, and continues without pause.
Moments later, it encounters a bucket left by the maintenance crew, classifies it as a static, inanimate obstruction, and routes around it cleanly. It has not stopped once.
No alert has been sent to a human. The grass is cut, and the course is ready for the day.
This is Husqvarna‘s vision for autonomous turf care — and its new AI Vision Technology accessory for the professional Automower® EPOS® range is the company’s most convincing step toward making it a reality.
Husqvarna has long dominated the professional robotic mowing space, but this latest accessory marks a qualitative shift in the machine’s capabilities.
It does not merely make the Automower® faster or more durable. It makes it smarter, enabling it to interpret its environment rather than simply react to it.
“As robotic mowing technology continues to evolve, professional turf managers are looking for solutions that deliver not only outstanding cutting results, but also greater intelligence and autonomy.” — Andrew Lees, Global Segment Manager, Husqvarna
From Detection to Understanding
The Vision Technology accessory pairs an AI-assisted camera with infrared illumination and fits onto selected professional Automower® EPOS® models, the company’s satellite-guided, wire-free platform for large-area mowing.
Installation is carried out by an authorized Husqvarna dealer, not in the field.
The leap this technology represents is best understood through a distinction that matters enormously in practice: the difference between detecting an obstacle and classifying it.
Older sensor-based systems could tell a mower that something was in its path.
The Vision Technology system can tell the mower what that something is, an animal, a ball, clothing, standing water, or a piece of equipment, and respond with appropriate, proportional behavior.
That is a meaningful upgrade in machine intelligence.
The infrared illumination component is particularly well-considered for professional turf environments.
Pre-dawn mowing before play opens is standard practice at most golf courses and major sports facilities.
A vision system that becomes unreliable in low light would be operationally compromised for a significant portion of its intended working hours.
The IR capability eliminates that constraint, extending the machine’s effective operating window around the clock.
The Vision Technology does not operate in isolation.
It layers on top of EPOS®, Husqvarna‘s satellite positioning system, which already delivers centimeter-level accuracy for mowing patterns.
EPOS® tells the mower precisely where it is on a digital map. Vision Technology tells it what it is looking at.
Together, they provide a substantially more complete autonomous awareness than either system offers alone.
Strengths and Limitations
Strengths
- Genuine classification, not just detection: Contextual object identification allows proportional, intelligent responses, reducing unnecessary stoppages across a full shift.
- Round-the-clock operation: Infrared illumination sustains reliable obstacle detection during the pre-dawn and dusk windows essential to professional turf schedules.
- Built for the professional environment: Purpose-engineered for golf courses and large sports facilities, not adapted from a consumer product.
- Retrofittable onto existing EPOS® fleets: Operators protect prior capital investment and can adopt incrementally rather than replacing entire hardware fleets.
- Backed by a mature professional ecosystem: Authorised dealer network provides installation, calibration, and service backing that newer entrants cannot yet match.
Limitations
- Dealer-only installation: Add lead time and logistical friction for operators managing urgent seasonal demands. Self-installation is not an option.
- Accessory, not integrated hardware: Long-term durability of the interface between add-on and host unit, under sustained outdoor conditions, has yet to be established across multiple seasons.
- Restricted model compatibility: Not compatible with the full professional Automower® range. Some operators may face unplanned hardware refresh cycles.
- Camera-based ceiling in severe weather: Heavy rain, dense fog, and direct glare degrade optical performance. IR addresses darkness — not all weather conditions.
- No published performance benchmarks: Husqvarna has disclosed no figures on stoppage reduction rates, recognition accuracy, or false-positive rates under real-world conditions.
Who Is Catching Up?
- Echo Robotics / Belrobotics: The most established direct competitor in the professional turf space, with a proven presence on golf courses across Europe and North America. Their platforms have not yet matched the AI camera classification capability described here — but the category is evolving rapidly and this gap will not hold indefinitely.
- John Deere: In January 2025, Deere unveiled an electric autonomous commercial mower equipped with 8 cameras for 360-degree coverage, drawing on autonomous technology developed for its agricultural tractor fleet. Targeted for commercial release in 2026, this is a formidable entry from a company with the scale and distribution to reshape the market quickly.
- FireFly Automatix (golf proven specialist): Their AMP robotic mower — a large, battery-powered platform with reel cutting units and RTK-GPS navigation, made history at the PGA Tour’s Black Desert Championship in October 2024 as the first autonomous mower to maintain fairways at a professional tournament. Their approach is positioning-led rather than vision-led, but their golf course credibility is real.
- Mammotion: Primarily a residential brand, Mammotion’s LUBA 3 platform combines RTK, 360° LiDAR, and dual AI vision cameras into a tri-fusion navigation system. Their approach illustrates where the technology is heading: not camera vision or LiDAR, but all of the above, simultaneously. Professional platforms that adopt tri-fusion architectures will define the next competitive benchmark.
A Credible Leap Forward — With One Eye on the Horizon
Husqvarna‘s AI Vision Technology accessory is a technically credible and operationally relevant upgrade for professional turf managers already committed to the Automower® EPOS® platform.
It solves a genuine problem, the frequency and frustration of unnecessary stoppages — with a solution that goes beyond proximity sensing into genuine environmental interpretation.
The caveats are real but not disqualifying.
Dealer-dependent installation, limited model compatibility, and the absence of published performance benchmarks leave questions that only real-world seasons will answer.
And the competitive horizon is sharpening fast: John Deere‘s imminent commercial entry, FireFly Automatix‘s tournament track record, and the sensor-fusion advances signalled by consumer innovators all indicate that AI-assisted autonomous mowing is rapidly becoming a battleground, not a moat.
For now, Husqvarna remains the most experienced and most professionally supported name in this space.
The Vision Technology accessory reinforces that position, and for turf managers running Automower® EPOS® fleets today, it is the most compelling intelligence upgrade currently available.