Issue 013 | Autonomy Begins at the Edges

For many turf operations, the question isn’t whether autonomy is coming. It’s where to begin. The most successful implementations rarely start with the most visible or sensitive playing surfaces. Instead, they begin in areas where consistency, efficiency, and labor savings can be realized with minimal risk.

Roughs are often the logical first step. These expansive, repetitive areas require significant labor yet allow for a greater margin of visual tolerance. Autonomous mowing in the rough can free-up staff to focus on detail work while maintaining consistent conditions across large areas.

Out-of-play zones offer another practical entry point. Practice turf and buffer spaces provide controlled environments where teams can evaluate performance, learn the process, refine workflows, and build confidence in the technology. Similarly, perimeter and boundary areas around clubhouses, fence lines, and property edges present ideal opportunities to automate time-consuming but essential maintenance tasks.

Fairways represent a natural next phase. While they demand higher standards of presentation, advancements in navigation and reliability are making autonomous fairway mowing increasingly viable. For facilities willing to adopt a phased approach, fairways can deliver meaningful efficiency gains once early successes have been established elsewhere.

Beyond mowing, driving range ball collection stands out as one of the most compelling early-stage applications of autonomy. The structured environment, predictable routines, and minimal interference with play make robotic range pickers an accessible and highly practical starting point. In many cases, they offer a clear and measurable return on investment, introducing autonomy in a way that is both visible and operationally sound.

What unites these entry points is their predictability. They involve repetitive tasks, defined boundaries, and lower agronomic risk. Just as important, they provide opportunities for teams to gain experience and comfort with new technology without disrupting core operations.

The broader lesson is straightforward. Autonomy is not an all-or-nothing decision. It’s a strategic process, best implemented through deliberate and thoughtful steps that align with operational needs and organizational readiness.

- Kurt TeWinkel

Autonomous equipment may operate on the turf, but its success begins in the shop. As robotic mowers and range pickers enter the industry, equipment managers and technicians are becoming essential to their set-up, reliability, safety, and long-term performance.

Unlike traditional machines, autonomous units rely on sensors, GNSS connectivity, software, and battery systems as much as mechanical components. That shift introduces new responsibilities. Firmware updates, calibration checks, diagnostic reviews, and battery health monitoring are now part of preventive maintenance. Clean sensors and accurate mapping are just as critical as sharp reels and properly torqued bolts and screws.

Infrastructure also matters. Charging stations require thoughtful placement, secure storage becomes increasingly important, and dependable connectivity is no longer optional. Shops that adapt to support these needs will be better positioned to integrate autonomy and other technology smoothly into daily operations.

Perhaps most significantly, the role of the technician continues to evolve. Mechanical expertise remains essential, but it’s now complemented by digital fluency and systems-based thinking.

Autonomy doesn’t diminish the importance of the shop. It elevates it. As turf operations modernize, the equipment facility remains the backbone of efficiency, reliability, and innovation.

Until recently, irrigation decisions have often been made without clear visibility into how moisture is distributed below the surface.

With turfRad, Superintendents can measure root-zone moisture across the entire course and use that data to support more informed irrigation decisions.

In this session, you’ll see how turfRad works, what it measures, and how it fits into daily operations. You’ll also learn how moisture data can be used in practice to better understand variability across your course or sports field, support day-to-day decisions, and identify irrigation-related issues.

And you’ll see how turfRad data connects with tools like Spatial Adjust to support more advanced irrigation workflows.

Featured speakers:

Dave Wilber (Moderator, TerraRad)
Derek Houtz (CEO & Co-Founder, TerraRad)
Miranda Robinson (Customer Success & Agronomy Advisor, TerraRad)
J. Paul Robertson (Director of Agronomy, La Cumbre Country Club, CA)
Stewart Naugler (Director of Agronomy, Loraloma, TX)

Register Now

Much of the resistance to autonomy in turf operations stems from a single concern: job loss. It’s an understandable reaction. When machines begin performing tasks traditionally handled by people, the instinct is to view them as replacements. But in practice, that’s rarely how technology reshapes an industry. More often, it redefines how time and talent are used.

Autonomy doesn’t eliminate work. It redistributes it.

Routine, repetitive tasks such as mowing large areas of rough or collecting range balls consume valuable hours. These responsibilities are important and necessary, but they rarely represent the highest and best use of skilled professionals. When autonomous equipment assumes those duties, it frees teams to focus on agronomics, detail work, infrastructure improvements, and the countless small decisions and projects that elevate playing conditions. The work doesn’t disappear. It evolves.

This shift is already familiar. Few questioned the arrival of automatic irrigation systems, precision sprayers, or automated reel grinders. Each innovation reduced manual effort while increasing consistency and efficiency. Over time, these tools didn’t replace turf professionals; they empowered them. Autonomy represents the next step in that progression.

The labor challenges facing the industry make this evolution even more relevant. Seasonal shortages, tightening budgets, and rising expectations continue to pressure operations of all sizes. Autonomous technology offers a way to maintain standards without overextending staff. Rather than diminishing the role of the workforce, it supports it, enabling smaller teams to accomplish more with greater precision.

What autonomy ultimately provides is time. Time to scout for disease. Time to refine course conditions. Time to train staff, maintain equipment, and address deferred improvements. These are the responsibilities that shape outcomes and define the quality of an operation. By removing repetitive burdens, technology allows professionals to focus on what truly matters.

Importantly, autonomy doesn’t diminish craftsmanship. It enhances it. Turf management has always been a blend of science, art, and experience. Machines can execute tasks with consistency, but they can’t replicate judgment, intuition, or stewardship. Those remain firmly in human hands.

Seen through this lens, autonomy isn’t a threat. It’s a tool. One that reallocates effort, strengthens operations, and supports the people responsible for maintaining the landscapes we value.

The future of turf management isn’t about replacing professionals. It’s about equipping them to do their best work.

Fuel prices continue to influence operational decisions across the turf industry, from daily mowing schedules to long-term equipment strategies.

How are higher fuel costs affecting your operation?

Are you adjusting maintenance practices, reducing equipment usage, or rethinking routing and efficiency? Have you delayed purchases, transitioned to battery-powered tools, or explored autonomous solutions? Are courses absorbing the costs, cutting back elsewhere, or passing increases along through pricing adjustments?

Your insight helps paint a clearer picture of the realities facing modern turf operations.

Reply to this email and share your thoughts and experience.