AI exposure score

Loss Prevention Managers

Loss Prevention Managers score 43 out of 100, which is elevated exposure to AI. That ranks #368 of 923 US occupations, where #1 is the most exposed. Of the 27 tasks in this job, AI could speed up 2 on its own and 20 more with extra software built on top of it. In April–May 2026, 4 of these tasks showed up in real conversations with Claude, Anthropic's AI assistant.

43/ 100

Elevated

Rank: #368of 923 jobs
US workers: 622,190for Managers, All Other
Median pay: $141,900a year
In real AI use: 4 of 27tasks, 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 (7%)
AI can speed this up with extra software: 20 (74%)
Little or no AI speed-up: 5 (19%)

Maintain documentation of all loss prevention activity.AI can speed this up on its own · core task
Maintain databases such as bad check logs, reports on multiple offenders, and alarm activation lists.AI can speed this up on its own · supplemental task
Coordinate or conduct internal investigations of problems such as employee theft and violations of corporate loss prevention policies.AI can speed this up with extra software · core task
Administer systems and programs to reduce loss, maintain inventory control, or increase safety.AI can speed this up with extra software · core task
Review loss prevention exception reports and cash discrepancies to ensure adherence to guidelines.AI can speed this up with extra software · core task · Seen in real AI use
Provide recommendations and solutions in crisis situations such as workplace violence, protests, and demonstrations.AI can speed this up with extra software · core task
Identify potential for loss and develop strategies to eliminate it.AI can speed this up with extra software · core task · Seen in real AI use
Advise retail managers on compliance with applicable codes, laws, regulations, or standards.AI can speed this up with extra software · core task · Seen in real AI use
Perform or direct inventory investigations in response to shrink results outside of acceptable ranges.AI can speed this up with extra software · core task
Assess security needs across locations to ensure proper deployment of loss prevention resources, such as staff and technology.AI can speed this up with extra software · core task
Monitor compliance to operational, safety, or inventory control procedures, including physical security standards.AI can speed this up with extra software · core task
Verify correct use and maintenance of physical security systems, such as closed-circuit television, merchandise tags, and burglar alarms.AI can speed this up with extra software · core task
Analyze retail data to identify current or emerging trends in theft or fraud.AI can speed this up with extra software · core task
Direct loss prevention audit programs including target store audits, maintenance audits, safety audits, or electronic article surveillance (EAS) audits.AI can speed this up with extra software · core task
Collaborate with law enforcement to investigate and solve external theft or fraud cases.AI can speed this up with extra software · core task
Coordinate theft and fraud investigations involving career criminals or organized group activities.AI can speed this up with extra software · core task
Supervise surveillance, detection, or criminal processing related to theft and criminal cases.AI can speed this up with extra software · core task
Perform cash audits and deposit investigations to fully account for store cash.AI can speed this up with extra software · core task
Recommend improvements in loss prevention programs, staffing, scheduling, or training.AI can speed this up with extra software · core task
Direct installation of covert surveillance equipment, such as security cameras.AI can speed this up with extra software · core task
Monitor and review paperwork procedures and systems to prevent error-related shortages.AI can speed this up with extra software · core task · Seen in real AI use
Advise retail establishments on development of loss-investigation procedures.AI can speed this up with extra software · core task
Train loss prevention staff, retail managers, or store employees on loss control and prevention measures.Little or no AI speed-up · core task
Investigate or interview individuals suspected of shoplifting or internal theft.Little or no AI speed-up · core task
Hire or supervise loss prevention staff.Little or no AI speed-up · core task
Develop and maintain partnerships with federal, state, or local law enforcement agencies or members of the retail loss prevention community.Little or no AI speed-up · core task
Visit stores to ensure compliance with company policies and procedures.Little or no AI speed-up · core task

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Questions about loss prevention managers and AI

Will AI replace loss prevention managers?

Not entirely. Parts of the job are likely to change as AI takes over routine tasks. Loss Prevention Managers score 43 out of 100 (elevated exposure), #368 of 923 US jobs. AI could speed up 22 of the job's 27 tasks, 2 of them on its own, while 5 see little or no speed-up. Exposure means the work is likely to change, not that the job will disappear.

Which loss prevention managers tasks can AI do?

The most exposed tasks include "Maintain documentation of all loss prevention activity"; "Maintain databases such as bad check logs, reports on multiple offenders, and alarm activation lists".

Which loss prevention managers tasks are hardest for AI?

Tasks with little or no AI speed-up include "Train loss prevention staff, retail managers, or store employees on loss control and prevention measures"; "Investigate or interview individuals suspected of shoplifting or internal theft"; "Hire or supervise loss prevention staff".

Are people already using AI for this work?

Yes. In April–May 2026, 4 of the 27 tasks showed up in real conversations with Claude, according to the Anthropic Economic Index.

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

About 622,190 people in the US (figure for Managers, All Other), with median pay of $141,900 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.