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INDUSTRY FIELD GUIDE

Landscaping task video for testing AI ground-care workflows

A landscaping crew often changes a task because the site conditions differ from the work order.

By Fiund · Updated 2026-11-05

NAICS 561730 · Landscaping Services

A landscaping crew often changes a task because the site conditions differ from the work order. micro1 publicly includes outdoor tool handling among its trade recording examples. A landscaping business can use that signal to investigate whether a buyer needs an approved scene rather than assuming any jobsite qualifies. micro1 trade recording program

Show a change in the work plan

In an approved practice area, place a mock obstruction near a marked bed. Record a worker reviewing the boundary, identifying the obstruction and choosing an alternate sequence using non-powered practice tools. Label the condition, action, reason for the change and final state. Create another example with the same work order and no obstruction. Capture one wide view that establishes the boundary and one task view that shows the worker’s hand actions.

For a planning evaluation, give the model the work order and a still image. Score whether it asks about the obstruction or routes the work to the correct supervisor. For a video dataset, label when the change in plan becomes observable.

Keep crews, property and hazards within the agreed scope

Secure site and worker permission and keep real addresses, customers and bystanders out of frame. Exclude powered equipment, chemical application and active traffic from the staged task. OSHA identifies a range of hazards in landscape and horticultural services. OSHA landscape hazards

Send the mock work order and the task boundary before scheduling a shoot. Describe collection capabilities

Original Fiund exercise

A visible obstruction changes the staged sequence only within its documented boundary

An approved practice area uses a foam obstruction and nonpowered mock tools. Original annotations describe a consenting adult demonstration; no actual footage or hazardous task is included.

Fictional records supplied to the evaluator
RecordSourceWhat it records
LSC1Mock work orderArrange inert markers along the marked bed boundary. Stop and ask the supervisor if the working path contains an obstruction; no authority to move it.
LSC2Scene A annotationsWide view shows foam prop inside the path. Actor pauses, points to the obstruction and sends a supervisor-review message. Final arrangement not performed.
LSC3Scene B annotationsSame original order, no path obstruction visible. Actor places markers within boundary; reviewer confirms final positions. No link to Scene A's unresolved message.

Question for the model

Which scene supports a change in sequence, what triggered it, and can Scene B's completion close Scene A?

Show the reference answer and checks

LSC1 and LSC2 support A's pause and supervisor handoff because the foam prop lies inside the documented working path. A has no completed arrangement. LSC3 separately supports B's unobstructed marker placement and reviewed final state. B's completion cannot close A's pending review, and the actor has no stated authority to move the obstruction. Label condition, decision, action and outcome separately instead of treating all instances of one work order as identical.

  • Ignoring a scene-specific obstruction because the work order is unchanged.
  • Transferring another scene's completion or inventing authority to remove an obstruction.

Fields to preserve

Scene and work-order version
Defines the instruction.
Boundary, obstruction and trigger
Supports the decision.
Action timestamp, handoff and final state
Separates pause from completion.

Test another case

Place a foam prop outside the working boundary. Require the decision to follow its documented position rather than merely detecting any prop.

Use authorized sites, consenting adults and nonpowered props. Exclude traffic, chemicals, real addresses and bystanders; no operating-equipment instruction is provided.

Download this fictional example and answer key (JSON)

Discuss a contribution

Describe the sources you control, the task they could support and what has already been checked. Use the existing-data assessment for an archive or the collection brief for a new recording project. The contributor agreement defines Fiund’s licensing authority and compensation. A guide or fictional exercise does not establish an accepted collection or a sale.

Primary sources and further reading