AI Resilience Report forGrounds Maintenance Workers, All Other

If you're weighing a career in grounds maintenance, the good news is that AI is showing up mostly as a helper — not a replacement. According to the U.S. Bureau of Labor Statistics, roughly 13,630 people work as "Grounds maintenance workers, all other" earning about $48,830 a year ^[1], and the technology entering their world is more about smart tools than fully autonomous robots. On the physical side, robotic mowers have shifted from a novelty that landscape companies merely tested out into a true efficiency tool for operations, with owners describing them as a "force multiplier" that lets one senior technician run two robots while focusing on higher-skilled tasks.

Even so, major manufacturers stress that autonomy is a long-term capability, not a one-time product launch, and 2026 is still focused on field learning and ensuring systems operate safely in commercial environments. On the software side, AI is highly capable of automating redundant tasks like responding to basic customer inquiries about services and scheduling, and it can quickly translate and enhance maintenance team field notes into polished reports — freeing crews to focus on outdoor work.

Adoption will probably be steady but uneven. A big driver is labor: landscape work still relies primarily on manual labor, but autonomous mowers are gaining popularity among landscaping business owners, particularly with the industry facing protracted labor shortages. However, cost and complexity slow things down — small- and mid-market contractors face apprehension as a significant barrier, while larger commercial companies aggressively pursue AI with dedicated internal teams.

Broader research finds automation pressure is real, but only 46% of AI initiatives launched in the past year are on track to achieve positive ROI within 12 months. The reassuring takeaway: skilled workers who can prune, plant, troubleshoot terrain, and supervise robots will remain in demand — it's not a replacement for people; it's a benefit to help maximize people's time.