All sectorsThe same grid as text
Protective Service
How far apart the occupations inside this sector are.
AI finishes519 tasks
1%
of this sector's tasks, at L2 or above. The middle sector is at 3%.
Spread inside26
10pt
points between its widest and its narrowest occupation, among the 6 anything was read about.
The work in this sector, as 100 squares
One square, one task, filled to the lowest level covering it.
of 519
- L5 · Full automationemptyAI delivers alone in any setting, with no defined scope limiting it.
- L4 · High automationemptyAI delivers alone inside a defined scope, running in real business.
- L3 · Conditional automation1AI completes it; a person spot-checks rather than reviews each one.
- L2 · Partial automation2AI produces the bulk; a person reviews and corrects every item.
- L1 · Assisted7AI helps in places; a person does the whole delivery.
- L0 · ManualemptyAI takes no part in this work.
- Unknown159part of this work has no evidence either way
- Untouched350no update in the collected window mentions it
What moved it
Updates that left evidence on work reaching this sector.
2026-08-2546 days recorded2026-10-08
- 10-08AMIE matches doctor diagnoses in 90% of 100 patient interactions with 0 safety stopsAssess practical performance and occupational competence
- 10-08Astrophysicist uses Claude Science to build first complete ultraviolet sky mapAssess practical performance and occupational competence
- 10-08Ignite Vision builds AI creator matching on Qwen, cutting screening from hours to minutesAssess practical performance and occupational competence
- 10-07Claude Haiku 5.5 generally available in GitHub CopilotAssess practical performance and occupational competence
- 10-07Google Research shares RCT findings on AI and professional expertiseAssess practical performance and occupational competence
- 10-07Gemini in Google Docs can convert briefs into presentation decksAssess practical performance and occupational competence
and 52 more
What AI does here
The work reaching this sector, furthest first.
- Assess practical performance and occupational competenceL3 · Conditional automation
- Demonstrate occupational skills and conduct practical trainingL2 · Partial automation
- Review regulatory submissions and compliance documentsL2 · Partial automation
- Assess site protection needs and develop plansL1 · Assisted
Inside this sector
Occupations26
The same hundred squares, once per occupation, ranked.
- WidestFirst-Line Supervisors of Firefighting and Prevention Workers10%
- NarrowestRetail Loss Prevention Specialists0%
- 10 points apart no update in the collected window mentions this occupation 20 more have no evidence at all.
- First-Line Supervisors of Firefighting and Prevention Workers30 tasks10%
- Animal Control Workers16 tasks0%
- Bailiffs15 tasks0%
- Correctional Officers and Jailers27 tasks0%
- Crossing Guards and Flaggers12 tasks0%
- Customs and Border Protection Officers11 tasks0%
- Detectives and Criminal Investigators30 tasks0%
- Fire Inspectors and Investigators30 tasks0%
- Firefighters30 tasks0%
- First-Line Supervisors of Correctional Officers23 tasks0%
- First-Line Supervisors of Police and Detectives20 tasks0%
- First-Line Supervisors of Security Workers21 tasks0%
- Fish and Game Wardens23 tasks0%
- Forest Fire Inspectors and Prevention Specialists16 tasks0%
- Gambling Surveillance Officers and Gambling Investigators8 tasks0%
- Intelligence Analysts21 tasks0%
- Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers15 tasks0%
- Parking Enforcement Workers20 tasks0%
- Police Identification and Records Officers16 tasks0%
- Police and Sheriff's Patrol Officers30 tasks0%
- Private Detectives and Investigators14 tasks0%
- Retail Loss Prevention Specialists21 tasks0%
- School Bus Monitors18 tasks0%
- Security Guards14 tasks0%
- Transit and Railroad Police12 tasks0%
- Transportation Security Screeners26 tasks0%
median 0% · share of tasks AI produces the bulk of, leaving a person to check