Prepare written reports on investigations.

“Prepare written reports on investigations.” is a core task performed by Retail Loss Prevention Specialists. Among the occupation's 21 rated tasks, workers place it 10th by importance (#12 most important). About 96% of workers say it is relevant to their job.

This is a single occupation-specific task statement from O*NET. The figures below describe how central the task is to the job and what independent studies measure about AI and this kind of work — not a prediction that the task will be automated.

Work activities this task rolls up to

O*NET groups concrete tasks into broader work activities shared across many occupations.

• Record information about legal matters. in Documenting/Recording Information

AI exposure

The OpenAI / Eloundou “GPTs are GPTs” study rates this task E1. Direct exposure — a language model could plausibly cut the time to do this task by at least half.

Exposure measures whether a model could meaningfully speed the task up — it is an estimate of overlap with model capabilities, not a measure of whether the work will be done by software. The study's intermediate score (β) for this task is 1.00. Automation potential label: T3.

How AI is actually used on this kind of task

The Anthropic Economic Index observes how people actually use AI on tasks like this one across millions of real conversations.

• 0.008% share of AI-use records mapped to this task
• 70% of that use is work-related
• Most common interaction: task iteration
• Average autonomy of the AI: 3.2 (1–5; higher = more autonomous)
• 94% of interactions still needed a human in the loop

Observed AI use describes people choosing to use AI as a tool on this kind of task today. It is augmentation and assistance, not a measure of jobs replaced.

Working with AI vs. handing it off

Of the AI conversations mapped to this task, the split between people working alongside AI and people delegating the task to it.

How people interact with AI on this task

Other tasks in this occupation

• Investigate known or suspected internal theft, external theft, or vendor fraud. · importance 4.7
• Implement or monitor processes to reduce property or financial losses. · importance 4.6
• Identify and report merchandise or stock shortages. · importance 4.6
• Maintain documentation or reports on security-related incidents or investigations. · importance 4.5
• Apprehend shoplifters in accordance with guidelines. · importance 4.5
• Verify proper functioning of physical security systems, such as closed-circuit televisions, alarms, sensor tag systems, or locks. · importance 4.5
• Identify and report safety concerns to maintain a safe shopping and working environment. · importance 4.4
• Conduct store audits to identify problem areas or procedural deficiencies. · importance 4.4
• Monitor compliance with standard operating procedures for loss prevention, physical security, or risk management. · importance 4.4
• Inspect buildings, equipment, or access points to determine security risks. · importance 4.4
• Perform covert surveillance of areas susceptible to loss, such loading docks, distribution centers, or warehouses. · importance 4.4
• Collaborate with law enforcement agencies to report or investigate crimes. · importance 4.3
• Testify in civil or criminal court proceedings. · importance 4.3
• Recommend methods to reduce potential financial fraud losses. · importance 4.2

See all tasks on the Retail Loss Prevention Specialists page.

Sources for this page

Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

• O*NET 30.3 U.S. Department of Labor / National Center for O*NET Development
• Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27) Anthropic
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

Data compiled June 2, 2026. Figures are estimates, not advice.

@misc{singulariki-task-17570,
  title  = {Prepare written reports on investigations.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/tasks/task-17570}
}