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How a grounds maintenance worker can use AI, task by task

O*NET 37-3019.00: Grounds Maintenance Workers, All Other15 common activities

All grounds maintenance workers not listed separately.

How this page is built: O*NET doesn't publish a task list for this catch-all occupation. This playbook is built from the related occupations it groups together: the work activities most of them share, classified the same way as every other task on the site. For a full task list, see Landscaping and Groundskeeping Workers, Pesticide Handlers, Sprayers, and Applicators, Vegetation, Tree Trimmers and Pruners.
Type your own title and every prompt on this page updates to match. Also called: —.

Where AI fits in this job

AI-ready 11%AI-assist 4%Stays human 85%

Share of the job's common activities across related occupations, weighted by how important and how frequent each task is (O*NET ratings). 2 AI-ready, 1 AI-assist and 12 human-led tasks out of 15. This measures where AI can help, not whether the job will disappear.

Shape of the job: importance of each kind of work activity (O*NET, 1 to 5).

🗓 Start here on Monday

The most frequent, most important tasks where AI can help right away.

  1. Document operational procedures.Write it up · Several times a day
  2. Maintain operational records.Write it up · Several times a day
  3. Instruct staff in work policies or procedures.Train & teach · Monthly

💪 Lean into these

Core tasks that stay human. These skills get more valuable as the routine work gets automated.

  1. Operate grounds maintenance equipment.Hands-on work · Daily
  2. Prepare chemicals for work application.Hands-on work · Weekly
  3. Drive trucks or other vehicles to or at work sites.Hands-on work · Daily

AI can draft these 2

AI produces a usable first pass. You review it, fix it and own it.

Document operational procedures.

Several times a day

AI writes the first draft from your notes; you check every fact.

Show prompt & steps

Give AI your rough notes, numbers or last version and it will turn them into a clean, well-structured first draft. You check every fact and figure before it goes anywhere.

Ready-to-use prompt

I work as a grounds maintenance worker. Part of my job is to document operational procedures.

Context: We use Microsoft Word.
Procedure: [security, installation]
Notes: [paste]

Draft a clear documented procedure. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Procedure documentation

Step 1Pick a real example: the next time you document operational procedures.
Step 2Fill in [Procedure] and [Notes] with the real details, then run the prompt.
Step 3Check every fact, name and number against your source before it goes anywhere.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Importance 4.8/5 · O*NET work activity: Document operational procedures..

Maintain operational records.

Several times a day

AI writes the first draft from your notes; you check every fact.

Show prompt & steps

Give AI your rough notes, numbers or last version and it will turn them into a clean, well-structured first draft. You check every fact and figure before it goes anywhere.

Ready-to-use prompt

I work as a grounds maintenance worker. Part of my job is to maintain operational records.

Context: We use Microsoft Word.
Records: [orders, archives]
Needs: [retrieval, audit]

Draft a record format and filing scheme. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Operational record keeping

Step 1Pick a real example: the next time you maintain operational records.
Step 2Fill in [Records] and [Needs] with the real details, then run the prompt.
Step 3Check every fact, name and number against your source before it goes anywhere.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Importance 4.8/5 · O*NET work activity: Maintain operational records..

AI can help you prep these 1

AI speeds up the prep, drafting or thinking. The core of the task is still yours.

Instruct staff in work policies or procedures.

MonthlyIn 2 related jobs

AI preps the materials; reading the room is you.

Show prompt & steps

AI preps the materials: lesson outlines, quizzes, examples, practice scenarios. Reading the room and coaching people is still you.

Ready-to-use prompt

I work as a grounds maintenance worker. Part of my job is to instruct staff in work policies or procedures.

Policies: [describe]
Staff: [volunteers, employees]

Plan a short session with scenarios. Include timings, a realistic practice scenario from my work, and a short check for understanding with answers.

10-minute exercise: Policy training

Step 1Pick a real example: the next time you instruct staff.
Step 2Fill in [Policies] and [Staff] with the real details, then run the prompt.
Step 3Swap one AI example for a real story from your own work. Real stories are what people remember.

Check that every procedure in the material matches your workplace's actual standards.

Importance 2.8/5 · O*NET work activity: Instruct staff in work policies or procedures..

These stay human 12

They need your hands, your presence or your accountable judgment. Lean into them: they get more valuable as routine work is automated.

Operate grounds maintenance equipment.

DailyIn 3 related jobs

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a grounds maintenance worker. Part of my job is to operate grounds maintenance equipment.

Equipment: [mower, trimmer, sprayer]
Job: [describe]

List pre-use checks and safe use. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Grounds equipment use

Step 1Pick a real example: the next time you operate grounds maintenance equipment (today).
Step 2Fill in [Equipment] and [Job] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 3.9/5 · O*NET work activity: Operate grounds maintenance equipment..

Prepare chemicals for work application.

WeeklyIn 3 related jobs

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a grounds maintenance worker. Part of my job is to prepare chemicals for work application.

Product: [fertilizer, pesticide, cleaner]
Application: [area, target]

Make a checklist: label rate, mixing order, PPE, and disposal. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Chemical prep checklist

Step 1Pick a real example: the next time you prepare chemicals (this week).
Step 2Fill in [Product] and [Application] with the real details, then run the prompt.
Step 3Follow the product label exactly. The label is the law. Check it against the manufacturer's manual and your site procedure before you rely on it.

Safety-critical: AI output is a starting point. Follow your site's procedures and the manufacturer's guidance.

Importance 3.9/5 · O*NET work activity: Prepare chemicals for work application..

Drive trucks or other vehicles to or at work sites.

DailyIn 2 related jobs

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a grounds maintenance worker. Part of my job is to drive trucks or other vehicles to or at work sites.

Vehicle: [van, truck]
Route: [sites]

List checks and safe driving points. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Work vehicle routine

Step 1Pick a real example: the next time you drive trucks or other vehicles (today).
Step 2Fill in [Vehicle] and [Route] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 4.3/5 · O*NET work activity: Drive trucks or other vehicles to or at work sites..

Trim trees or other vegetation.

DailyIn 2 related jobs

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a grounds maintenance worker. Part of my job is to trim trees or other vegetation.

Plants: [trees, hedges, lawn]
Goal: [shape, health]

List pruning steps and timing. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Pruning plan

Step 1Pick a real example: the next time you trim trees or other vegetation (today).
Step 2Fill in [Plants] and [Goal] with the real details, then run the prompt.
Step 3Check the right season for pruning each species.

Importance 4.2/5 · O*NET work activity: Trim trees or other vegetation..

Treat greenery or surfaces with protective substances.

WeeklyIn 3 related jobs

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a grounds maintenance worker. Part of my job is to treat greenery or surfaces with protective substances.

Treatment: [fumigant, spray]
Site: [rooms, crops]

List prep, application and re-entry rules. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Fumigation or spray prep

Step 1Pick a real example: the next time you treat greenery or surfaces (this week).
Step 2Fill in [Treatment] and [Site] with the real details, then run the prompt.
Step 3Follow the label and your licence conditions.

Importance 3.5/5 · O*NET work activity: Treat greenery or surfaces with protective substances..

Inspect landscaping to determine treatment needs.

DailyIn 2 related jobs

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as a grounds maintenance worker. Part of my job is to inspect landscaping to determine treatment needs.

Plants: [species, setting]
Symptoms: [spots, wilting, pests]

List likely diseases or pests, how to confirm, treatment options and label rules. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Plant and lawn diagnosis

Step 1Pick a real example: the next time you inspect landscaping (today).
Step 2Fill in [Plants] and [Symptoms] with the real details, then run the prompt.
Step 3Take it with you next time, tick it alongside your usual routine, and add anything it missed.

Importance 4.1/5 · O*NET work activity: Inspect landscaping to determine treatment needs..

Clean equipment or supplies.

WeeklyIn 2 related jobs

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a grounds maintenance worker. Part of my job is to clean equipment or supplies.

Equipment: [rides, gym, supplies]
Disinfectant: [product]

List steps, contact times and PPE. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Equipment cleaning and disinfecting

Step 1Pick a real example: the next time you clean equipment or supplies (this week).
Step 2Fill in [Equipment] and [Disinfectant] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 4.1/5 · O*NET work activity: Clean equipment or supplies..

Remove debris from work sites.

WeeklyIn 2 related jobs

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a grounds maintenance worker. Part of my job is to remove debris from work sites.

Site: [grounds, lawn]
Debris: [leaves, clippings]

Plan the clearing and disposal or composting. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Debris clearing

Step 1Pick a real example: the next time you remove debris (this week).
Step 2Fill in [Site] and [Debris] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 3.8/5 · O*NET work activity: Remove debris from work sites..

Maintain equipment or systems to ensure proper functioning.

MonthlyIn 2 related jobs

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a grounds maintenance worker. Part of my job is to maintain equipment or systems to ensure proper functioning.

Equipment: [sports gear, systems]
Needs: [describe]

List maintenance routine. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Equipment upkeep

Step 1Pick a real example: the next time you maintain equipment or systems.
Step 2Fill in [Equipment] and [Needs] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 3.9/5 · O*NET work activity: Maintain equipment or systems to ensure proper functioning..

Irrigate lawns, trees, or plants.

MonthlyIn 2 related jobs

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a grounds maintenance worker. Part of my job is to irrigate lawns, trees, or plants.

Plants: [lawn, trees, flowers]
Conditions: [season, soil, rainfall]

Plan watering frequency, amount and method. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Watering schedule

Step 1Pick a real example: the next time you irrigate lawns, trees and plants.
Step 2Fill in [Plants] and [Conditions] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches. Confirm the rules against the current official source.

Rules and regulations vary by place and change often. Confirm against the official source before relying on anything.

Importance 3.7/5 · O*NET work activity: Irrigate lawns, trees, or plants..

Plant greenery to improve landscape appearance.

A few times a yearIn 3 related jobs

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a grounds maintenance worker. Part of my job is to plant greenery to improve landscape appearance.

Area: [beds, slopes, lawn]
Plants or seed: [types]

Plan planting, mulching and watering steps. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Planting plan

Step 1Pick a real example: the next time you plant greenery.
Step 2Fill in [Area] and [Plants or seed] with the real details, then run the prompt.
Step 3Check plant choices against local climate and site conditions.

Importance 3.0/5 · O*NET work activity: Plant greenery to improve landscape appearance..

Install equipment to protect or support trees.

A few times a yearIn 2 related jobs

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a grounds maintenance worker. Part of my job is to install equipment to protect or support trees.

Tree: [species, size, issue]
Method: [staking, cabling, bracing]

List installation steps and follow-up checks. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Tree support install

Step 1Pick a real example: the next time you install equipment.
Step 2Fill in [Tree] and [Method] with the real details, then run the prompt.
Step 3Follow arborist standards for cabling and bracing.

Importance 3.1/5 · O*NET work activity: Install equipment to protect or support trees..

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