How over is it?

A mood ring wired to real instruments

AI exposure Protective service

Will AI replace gambling surveillance officers and gambling investigators?

Gambling Surveillance Officers and Gambling Investigators. US occupation 33-9031.

0.0%

of the time gambling surveillance officers and gambling investigators spend on their work goes on tasks where AI is already being used to do that work.of gambling surveillance officers and gambling investigators' working hours go on tasks AI has already started taking off their plate.

Ranked 346 of 756 US occupations. No AI use seen in the work yet, along with 410 other occupations.No handover started yet, along with 410 other occupations.

Average US job 7.7%

Among the least exposed jobs there are.Still waiting for liberation.

What AI already does for gambling surveillance officers and gambling investigatorsWhat gambling surveillance officers and gambling investigators no longer do alone

O*NET lists 8 tasks for gambling surveillance officers and gambling investigators. None of them shows meaningful AI use at work yet.

What it does not touch, yetWhat still needs a human

8 of the 8 tasks show no AI use at work in the data.

  • Act as oversight or security agents for management or customers.Core task
  • Develop and maintain log of surveillance observations.Core task
  • Inspect and monitor audio or video surveillance equipment to ensure it is working appropriately.Core task
  • Monitor establishment activities to ensure adherence to all state gaming regulations and company policies and procedures.Core task
  • Observe casino or casino hotel operations for irregular activities, such as cheating or theft by employees or patrons, using audio and video equipment and one-way mirrors.Core task
  • Report all violations and suspicious behaviors to supervisors, verbally or in writing.Core task
Show the other 2
  • Review video surveillance footage.Core task
  • Supervise or train surveillance observers.Core task

How that compares

Among the 21 protective service occupations, gambling surveillance officers and gambling investigators rank 15. The group averages 1.2%, and its most exposed job is Police and Sheriff's Patrol Officers at 12.3%. The average US occupation sits at 7.7%.

All 756 occupations, ranked

Level with 0.0%

  1. 346Gambling Change Persons and Booth Cashiers 0.0%
  2. 346Gambling Dealers 0.0%
  3. 346Gambling Managers 0.0%

What this does and does not mean

Exposure is observed use, not a forecast. Anthropic maps work conversations with Claude onto the tasks O*NET lists for each job and asks, of the tasks AI could speed up, which are actually being used for at work. A use that does the task outright counts in full and a use that assists a person counts half. The task scores are averaged into the occupation figure by the share of time spent on each task.

A high figure means AI is already part of how this work gets done. It does not mean anyone has been replaced. Anthropic's own reading of the labour market finds no systematic rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting exposed jobs.No measurable rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting these jobs. Gap years for everyone. Labor market impacts, 5 March 2026.

Task list and titles from O*NET 31.0 by the US Department of Labor, Employment and Training Administration, used under the CC BY 4.0 licence. Scores from the Anthropic Economic Index (CC BY). Checked 1 November 2026. How the ranking works.