AI exposure score

Retail Loss Prevention Specialists

Retail Loss Prevention Specialists score 38 out of 100, which is moderate exposure to AI. That ranks #445 of 923 US occupations, where #1 is the most exposed. Of the 21 tasks in this job, AI could speed up 2 on its own and 12 more with extra software built on top of it. In April–May 2026, 3 of these tasks showed up in real conversations with Claude, Anthropic's AI assistant.

38/ 100

Moderate

Rank: #445of 923 jobs
US workers: 81,500for Protective Service Workers, All Other
Median pay: $42,540a year
In real AI use: 3 of 21tasks, April–May 2026

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Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

AI can speed this up on its own: 2 (10%)
AI can speed this up with extra software: 12 (57%)
Little or no AI speed-up: 7 (33%)

Maintain documentation or reports on security-related incidents or investigations.AI can speed this up on its own · core task
Prepare written reports on investigations.AI can speed this up on its own · core task
Investigate known or suspected internal theft, external theft, or vendor fraud.AI can speed this up with extra software · core task
Implement or monitor processes to reduce property or financial losses.AI can speed this up with extra software · core task
Identify and report merchandise or stock shortages.AI can speed this up with extra software · core task
Identify and report safety concerns to maintain a safe shopping and working environment.AI can speed this up with extra software · core task
Conduct store audits to identify problem areas or procedural deficiencies.AI can speed this up with extra software · core task
Monitor compliance with standard operating procedures for loss prevention, physical security, or risk management.AI can speed this up with extra software · core task · Seen in real AI use
Inspect buildings, equipment, or access points to determine security risks.AI can speed this up with extra software · core task
Collaborate with law enforcement agencies to report or investigate crimes.AI can speed this up with extra software · core task
Recommend methods to reduce potential financial fraud losses.AI can speed this up with extra software · core task · Seen in real AI use
Coordinate with risk management, human resources, or other departments to assist in company programs, investigations, or training.AI can speed this up with extra software · core task
Recommend new or improved processes or equipment to reduce risk exposure.AI can speed this up with extra software · core task · Seen in real AI use
Conduct employee background investigations and review reports with operational or human resources managers.AI can speed this up with extra software · supplemental task
Apprehend shoplifters in accordance with guidelines.Little or no AI speed-up · core task
Verify proper functioning of physical security systems, such as closed-circuit televisions, alarms, sensor tag systems, or locks.Little or no AI speed-up · core task
Perform covert surveillance of areas susceptible to loss, such loading docks, distribution centers, or warehouses.Little or no AI speed-up · core task
Testify in civil or criminal court proceedings.Little or no AI speed-up · core task
Train establishment personnel in loss prevention activities.Little or no AI speed-up · core task
Respond to critical incidents, such as catastrophic events, violent weather, or civil disorders.Little or no AI speed-up · core task
Direct work of contract security officers or other loss prevention agents.Little or no AI speed-up · core task

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Questions about retail loss prevention specialists and AI

Will AI replace retail loss prevention specialists?

Unlikely. Most of the work is hard for today's AI to speed up. Retail Loss Prevention Specialists score 38 out of 100 (moderate exposure), #445 of 923 US jobs. AI could speed up 14 of the job's 21 tasks, 2 of them on its own, while 7 see little or no speed-up. Exposure means the work is likely to change, not that the job will disappear.

Which retail loss prevention specialists tasks can AI do?

The most exposed tasks include "Maintain documentation or reports on security-related incidents or investigations"; "Prepare written reports on investigations".

Which retail loss prevention specialists tasks are hardest for AI?

Tasks with little or no AI speed-up include "Apprehend shoplifters in accordance with guidelines"; "Verify proper functioning of physical security systems, such as closed-circuit televisions, alarms, sensor tag systems, or locks"; "Perform covert surveillance of areas susceptible to loss, such loading docks, distribution centers, or warehouses".

Are people already using AI for this work?

Yes. In April–May 2026, 3 of the 21 tasks showed up in real conversations with Claude, according to the Anthropic Economic Index.

How many people work as retail loss prevention specialists, and what do they earn?

About 81,500 people in the US (figure for Protective Service Workers, All Other), with median pay of $42,540 a year (BLS, May 2025).

How to read this score. Exposure measures how much of the work AI could speed up, not whether the job will disappear. A highly exposed job can change shape, with people spending less time on routine tasks and more on the rest. The score counts tasks AI can speed up on its own in full, and tasks that need extra software at half weight.

The ratings come from published research based on GPT-4 (2023). To show what's happening now, each task is also checked against the latest Anthropic Economic Index, which records which tasks people actually use AI for. That data is refreshed automatically when Anthropic publishes a new release. Read the full method.