Will AI replace Senior police officers?

Not as a job, but it is already doing parts of the work. Across the 37 official task statements scored for Senior police officers (United Kingdom, SOC 1162), 28% of the importance-weighted core work is made of tasks today's AI could already do most of. The overall exposure score is 42 out of 100 (range 36–48, band: partial). That is a statement about tasks, not about headcount: this measures what AI could do, not whether any employer adopts it, whether the law allows it, or whether doing the routine parts faster creates more demand for the human parts. Figures are from release 2026-q4.1.

Which tasks in “Senior police officers” can AI already do?

The highest-scoring tasks in release 2026-q4.1 are: “Prepare work schedules to optimise team productivity” (100/100, very high); “Monitor departmental spending” (100/100, very high); “Prepare press releases to inform the public about law enforcement activities and community safety” (88/100, very high). Each score comes from five published 0–4 ratings turned into a number by a published formula, and each carries the model's one-sentence reason on the page.

Which tasks in “Senior police officers” stay human?

About 52% of this job's task weight sits in work that scores low for AI exposure. The lowest-scoring tasks in release 2026-q4.1 are: “Respond effectively to major incidents outside of the normal operational area as part of a national response” (0/100, minimal); “Participate in raids, searches, and arrests to uphold law and order” (0/100, minimal); “Testify in court as a witness to specific incidents” (1/100, minimal). Low scores usually mean the task needs a body in a room, a legally accountable human, or trust built in real time. Those are the three things the scoring rubric treats as gates rather than obstacles.

What should someone working in “Senior police officers” do about AI?

Start from the ledger rather than the headline: 28% of this job's weighted core work is exposed, and roughly 52% is not. The practical move is to spend more of your week on the tasks that score low, the ones above, and to get fluent at directing AI through the tasks that score high, because those are the parts that change whether or not you are ready for them. This page does not predict your job, and nothing here is career advice tailored to you: the score describes the occupation, not the person.

How is the AI exposure score for Senior police officers calculated?

Each official task statement for the occupation is rated on five published 0–4 dimensions (output replicability, physical embodiment, licensed accountability, real-time human trust, and data availability) by claude-opus-5 using scoring prompt task_scoring_v1.0. The model never writes the score; a published formula turns the five ratings into a 0–100 number, so every score can be recomputed by hand. The occupation figure is the importance-weighted mean across 37 scored tasks. The prompt, the rubric, the formula and the full dataset are published at https://futureproof.collab365.com/method and https://futureproof.collab365.com/data/2026-q4.1 under CC BY 4.0.

UK dataswitch to US

Senior police officers

coordinating with or assisting law enforcement agencies in matters of mutual concern, evaluating staff performance and investigating and resolving personnel issues within organisation and charges of misconduct against staff. If that's your week, this page is about your job.

The honest answer

AI is already taking a real slice of the routine work here: preparing work schedules to optimise team productivity. That is a slice of tasks, not of you.

Your move: what you can actually do about this ↓

Where the work sits, by task weight

shifting to AI: 28%
changing shape: 19%
staying human: 52%

These bars are tasks changing hands, not people being counted out. The ledger below shows which.

Whole-job exposure score 42 out of 100 (36–48 allowing for uncertainty): partial exposure, across 37 scored tasks. The number is the support for the sentence above it, not a headline about anyone’s future.

How we know this

What is measured: Every published task statement for senior police officers is rated on five dimensions: can a model produce the output, does the work need a body in a room, does it need a legally accountable person, does it depend on a person being trusted in the moment, and how much data exists. A published formula turns those five ratings into the score; the model never writes the number.

How the bar is built: Each task’s share of the bar is its published importance weight, so a task you do all day counts for more than one you do twice a year.

Release: 2026-q4.1, scores computed 2026-08-05. Read the full method.

That slice is not coming back; the core of the job, participate in raids, searches, and arrests to uphold law and order, stays yours. The tools change hands, the accountability doesn't.

Your week, as this page understands it

Senior police officers plan, organise, direct and co-ordinate the resources and activities of a specific geographical or functional area of generalised or specialised police work. Senior officers of the British Transport Police direct the specialised police service for the railway network across Britain. The job title says “senior police officers”. The real job is the part underneath: participate in raids, searches, and arrests to uphold law and order. That is the thing someone has to be right about.

The exposed part of this job is specific, and we won’t pretend it is coming back. But senior police officers is not one task. It is 37 scored ones, and they are nowhere near equally exposed. The most durable of them, on this evidence, is participate in raids, searches, and arrests to uphold law and order, and the ledger below shows exactly why.

Where the work sits, by task weight

shifting to AI: 28%
changing shape: 19%
staying human: 52%

These bars are tasks changing hands, not people being counted out. The ledger below shows which.

How we know this

How the bar is built: Each task’s share of the bar is its published importance weight, so a task you do all day counts for more than one you do twice a year.

Release: 2026-q4.1, scores computed 2026-08-05. Read the full method.

Your job, task by task

These are the official task statements for this occupation, in plain English, sorted by what the evidence says is happening to each one. The official wording sits under every line so you can check the rewrite against it.

Task clusters are not derived in this release, so the task-cluster field is empty and no Collab365 Space routing is attached to this occupation yet.

Shifting to AI

10 tasks

Tasks today’s tools can already do most of. This is the part we will not soften: where these rows are the bulk of your week, the week changes.

Directing the preparation and maintenance of official reports and records
This is reading one thing and writing another: the preparation in, a record out. That is the shape today's tools are built for.
importance 85 · 1162/01, 1162/02, 1162/03
Source: “Direct the preparation and maintenance of official reports and records.” (UK task statement)
How this row was scored
Exposure score: 66 out of 100 (62–70 allowing for uncertainty): high exposure, high confidence.
Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.
The rating behind it: Producing and maintaining official reports and records is structured writing and filing that software handles from existing systems.
The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 1/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Preparing work schedules to optimise team productivity
This is reading one thing and writing another: work schedules in, a record out. That is the shape today's tools are built for.
importance 80 · 1162/01, 1162/02, 1162/03
Source: “Prepare work schedules to optimise team productivity.” (UK task statement)
How this row was scored
Exposure score: 100 out of 100 (96–100 allowing for uncertainty): very high exposure, high confidence.
Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.
The rating behind it: Building shift schedules around rest rules and demand is an optimisation job software does better than hand-planning.
The five ratings: output a model can produce 4/4 · needs a body in a room 0/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 4/4.
Informing staff of changes in regulations and policies
This is reading one thing and writing another: staff of changes in, a record out. That is the shape today's tools are built for.
importance 80 · 1162/01, 1162/02, 1162/03
Source: “Inform staff of changes in regulations and policies.” (UK task statement)
How this row was scored
Exposure score: 85 out of 100 (81–89 allowing for uncertainty): very high exposure, high confidence.
Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.
The rating behind it: Telling staff about regulation and policy changes is drafting and distribution work software handles from the source documents.
The five ratings: output a model can produce 4/4 · needs a body in a room 0/4 · needs an accountable person 0/4 · needs to be trusted in the moment 1/4 · how much data exists 4/4.
Managing budgets to ensure efficient use of resources
This is reading one thing and writing another: budgets in, a record out. That is the shape today's tools are built for.
importance 80 · 1162/01, 1162/02, 1162/03
Source: “Manage budgets to ensure efficient use of resources.” (UK task statement)
How this row was scored
Exposure score: 72 out of 100 (68–76 allowing for uncertainty): high exposure, high confidence.
Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.
The rating behind it: Budget management is financial analysis and reporting that software does accurately from the force's own figures.
The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 1/4 · needs to be trusted in the moment 0/4 · how much data exists 4/4.

Changing shape

8 tasks

Tasks where the machine takes the producing and a person keeps the checking, the deciding, or the answering-for-it. For most jobs this is the biggest group, and it is where "transformation, not termination" is literally visible.

Implementing departmental policies and procedures
The software now makes the first pass at departmental policies, but the deciding part still needs a person. So the job becomes checking and deciding rather than producing.
importance 90 · 1162/01, 1162/02, 1162/03
Source: “Implement departmental policies and procedures.” (UK task statement)
How this row was scored
Exposure score: 43 out of 100 (36–50 allowing for uncertainty): partial exposure, medium confidence.
Why it sits in this group: the same decision, made over and over; mistakes that are cheap to catch.
The rating behind it: Policy documents can be produced automatically, but getting officers to work to them is a job for supervisors.
The five ratings: output a model can produce 2/4 · needs a body in a room 0/4 · needs an accountable person 1/4 · needs to be trusted in the moment 1/4 · how much data exists 3/4.
Informing officers of new techniques of police work
The software now makes the first pass at officers of new techniques of police work, but the deciding part still needs a person. So the job becomes checking and deciding rather than producing.
importance 85 · 1162/01, 1162/02, 1162/03
Source: “Inform officers of new techniques of police work.” (UK task statement)
How this row was scored
Exposure score: 48 out of 100 (41–55 allowing for uncertainty): partial exposure, medium confidence.
Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.
The rating behind it: Training material and updates on new methods are well-documented content that software drafts and tailors well.
The five ratings: output a model can produce 3/4 · needs a body in a room 1/4 · needs an accountable person 0/4 · needs to be trusted in the moment 1/4 · how much data exists 3/4.
Overseeing the processing of criminal cases to ensure legal compliance
The software now makes the first pass at the processing of criminal cases, but someone has to be answerable for the result, and it cannot be the software. So the job becomes checking and deciding rather than producing.
importance 85 · 1162/01, 1162/02, 1162/03
Source: “Oversee the processing of criminal cases to ensure legal compliance.” (UK task statement)
How this row was scored
Exposure score: 47 out of 100 (40–54 allowing for uncertainty): partial exposure, medium confidence.
Why it sits in this group: reading one thing and writing another; the same decision, made over and over; someone qualified has to answer for it.
The rating behind it: Case files can be checked against legal requirements automatically, but a warranted officer must own the decision.
The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 3/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.

Staying human

19 tasks

Tasks that stay with a person, because they happen in the physical world, because the rules need someone accountable, or because the value is that a specific person does them.

Coordinating with or assisting law enforcement agencies in matters of mutual concern
The rules require a named, qualified person to answer for or assisting law enforcement agencies, and that person cannot be a piece of software.
importance 95 · 1162/01, 1162/02, 1162/03
Source: “Coordinate with or assist law enforcement agencies in matters of mutual concern.” (UK task statement)
How this row was scored
Exposure score: 20 out of 100 (13–27 allowing for uncertainty): low exposure, medium confidence.
Why it sits in this group: someone qualified has to answer for it; the value is that a specific person does it.
The rating behind it: Sharing information between forces is a decision a warranted officer takes, and the working relationships matter as much as the data.
The five ratings: output a model can produce 2/4 · needs a body in a room 1/4 · needs an accountable person 2/4 · needs to be trusted in the moment 2/4 · how much data exists 2/4.
Assessing the performance of employees
The value here is that a specific person handles the performance of employees and stands behind it. That is earned, not computed.
importance 90 · 1162/01, 1162/02, 1162/03
Source: “Assess the performance of employees.” (UK task statement)
How this row was scored
Exposure score: 35 out of 100 (28–42 allowing for uncertainty): low exposure, medium confidence.
Why it sits in this group: the same decision, made over and over; the value is that a specific person does it.
The rating behind it: Appraisal drafts can be produced from records, but honest performance conversations happen between two people who know each other.
The five ratings: output a model can produce 2/4 · needs a body in a room 0/4 · needs an accountable person 1/4 · needs to be trusted in the moment 2/4 · how much data exists 3/4.
Explaining police operations to subordinates to assist in their duties
The value here is that a specific person handles police operations and stands behind it. That is earned, not computed.
importance 85 · 1162/01, 1162/02, 1162/03
Source: “Explain police operations to subordinates to assist in their duties.” (UK task statement)
How this row was scored
Exposure score: 39 out of 100 (32–46 allowing for uncertainty): low exposure, medium confidence.
Why it sits in this group: reading one thing and writing another; the same decision, made over and over; the value is that a specific person does it.
The rating behind it: Briefing notes and explanations can be drafted quickly, but officers take direction better from a commander they know.
The five ratings: output a model can produce 3/4 · needs a body in a room 1/4 · needs an accountable person 0/4 · needs to be trusted in the moment 2/4 · how much data exists 3/4.

Show the other 27 tasks

Monitoring departmental spending
shifting to AI
This is reading one thing and writing another: departmental in, a record out. That is the shape today's tools are built for.
importance 75 · 1162/01, 1162/02, 1162/03
Source: “Monitor departmental spending.” (UK task statement)
How this row was scored
Exposure score: 100 out of 100 (96–100 allowing for uncertainty): very high exposure, high confidence.
Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.
The rating behind it: Tracking departmental spending against budget is routine financial monitoring that systems already do continuously.
The five ratings: output a model can produce 4/4 · needs a body in a room 0/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 4/4.
Preparing press releases to inform the public about law enforcement activities and community safety
shifting to AI
This is reading one thing and writing another: press releases in, a record out. That is the shape today's tools are built for.
importance 70 · 1162/01, 1162/02, 1162/03
Source: “Prepare press releases to inform the public about law enforcement activities and community safety.” (UK task statement)
How this row was scored
Exposure score: 88 out of 100 (84–92 allowing for uncertainty): very high exposure, high confidence.
Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.
The rating behind it: Press releases follow well-worn formats with thousands of public examples, so drafting them is quick and accurate.
The five ratings: output a model can produce 4/4 · needs a body in a room 0/4 · needs an accountable person 1/4 · needs to be trusted in the moment 0/4 · how much data exists 4/4.
Requisitioning equipment and supplies for operational needs
shifting to AI
This is reading one thing and writing another: equipment in, a record out. That is the shape today's tools are built for.
importance 70 · 1162/01, 1162/02, 1162/03
Source: “Requisition equipment and supplies for operational needs.” (UK task statement)
How this row was scored
Exposure score: 88 out of 100 (84–92 allowing for uncertainty): very high exposure, high confidence.
Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.
The rating behind it: Requisitioning equipment and supplies runs on catalogues, forms and approval routes that systems already handle.
The five ratings: output a model can produce 4/4 · needs a body in a room 0/4 · needs an accountable person 1/4 · needs to be trusted in the moment 0/4 · how much data exists 4/4.
Maintaining production logs to document law enforcement activities
shifting to AI
This is reading one thing and writing another: production logs in, a record out. That is the shape today's tools are built for.
importance 70 · 1162/01, 1162/02, 1162/03
Source: “Maintain production logs to document law enforcement activities.” (UK task statement)
How this row was scored
Exposure score: 81 out of 100 (74–88 allowing for uncertainty): very high exposure, medium confidence.
Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.
The rating behind it: Activity logs are structured records that systems already capture and compile automatically.
The five ratings: output a model can produce 4/4 · needs a body in a room 0/4 · needs an accountable person 1/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Preparing analytical reports for data evaluation and decision-making
shifting to AI
This is reading one thing and writing another: analytical reports in, a record out. That is the shape today's tools are built for.
importance 75 · 1162/01, 1162/02, 1162/03
Source: “Prepare analytical reports for data evaluation and decision-making.” (UK task statement)
How this row was scored
Exposure score: 66 out of 100 (62–70 allowing for uncertainty): high exposure, high confidence.
Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.
The rating behind it: Turning force data into analytical reports for decisions is exactly the sort of work software produces reliably.
The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 1/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Reviewing law enforcement operations to ensure compliance and effectiveness
shifting to AI
This is reading one thing and writing another: law enforcement operations in, a record out. That is the shape today's tools are built for.
importance 85 · 1162/02
Source: “Review law enforcement operations to ensure compliance and effectiveness.” (UK task statement)
How this row was scored
Exposure score: 66 out of 100 (59–73 allowing for uncertainty): high exposure, medium confidence.
Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.
The rating behind it: Reviewing operational records for compliance and effectiveness is analysis of documented information.
The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 1/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Analysing intelligence information to identify threats and opportunities
changing shape
The software now makes the first pass at intelligence information, but the deciding part still needs a person. So the job becomes checking and deciding rather than producing.
importance 85 · 1162/02
Source: “Analyse intelligence information to identify threats and opportunities.” (UK task statement)
How this row was scored
Exposure score: 59 out of 100 (52–66 allowing for uncertainty): partial exposure, medium confidence.
Why it sits in this group: reading one thing and writing another; mistakes that are cheap to catch.
The rating behind it: Analysing intelligence to spot threats is pattern work software is good at, though the source material stays in secure systems.
The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 1/4 · needs to be trusted in the moment 0/4 · how much data exists 2/4.
Reviewing contents of written orders to ensure adherence to legal requirements
changing shape
The software now makes the first pass at contents of written orders, but someone has to be answerable for the result, and it cannot be the software. So the job becomes checking and deciding rather than producing.
importance 80 · 1162/01, 1162/02, 1162/03
Source: “Review contents of written orders to ensure adherence to legal requirements.” (UK task statement)
How this row was scored
Exposure score: 56 out of 100 (49–63 allowing for uncertainty): partial exposure, medium confidence.
Why it sits in this group: reading one thing and writing another; the same decision, made over and over; someone qualified has to answer for it.
The rating behind it: Checking orders against legal requirements is document work, but in policing an officer of the right rank must stand behind the decision.
The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 2/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Responding to police correspondence
changing shape
The software now makes the first pass at police correspondence, but the deciding part still needs a person. So the job becomes checking and deciding rather than producing.
importance 75 · 1162/01, 1162/02, 1162/03
Source: “Respond to police correspondence.” (UK task statement)
How this row was scored
Exposure score: 56 out of 100 (49–63 allowing for uncertainty): partial exposure, medium confidence.
Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.
The rating behind it: Drafting replies to correspondence is standard writing work software does well, with sensitive cases checked by an officer.
The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 1/4 · needs to be trusted in the moment 1/4 · how much data exists 3/4.
Overseeing prison budgets to manage law enforcement resources
changing shape
The software now makes the first pass at prison budgets, but the deciding part still needs a person. So the job becomes checking and deciding rather than producing.
importance 70 · 1162/03
Source: “Oversee prison budgets to manage law enforcement resources.” (UK task statement)
How this row was scored
Exposure score: 56 out of 100 (49–63 allowing for uncertainty): partial exposure, medium confidence.
Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.
The rating behind it: Budget monitoring and forecasting run on spreadsheets and finance systems that software handles well.
The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 1/4 · needs to be trusted in the moment 1/4 · how much data exists 3/4.
Designing operational and investigative procedures to optimise efficiency and effectiveness
changing shape
The software now makes the first pass at operational, but the deciding part still needs a person. So the job becomes checking and deciding rather than producing.
importance 85 · 1162/02
Source: “Design operational and investigative procedures to optimise efficiency and effectiveness.” (UK task statement)
How this row was scored
Exposure score: 50 out of 100 (43–57 allowing for uncertainty): partial exposure, medium confidence.
Why it sits in this group: the same decision, made over and over; mistakes that are cheap to catch.
The rating behind it: Software can draft procedures from existing practice, but deciding how a force actually operates rests with commanders.
The five ratings: output a model can produce 2/4 · needs a body in a room 0/4 · needs an accountable person 1/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Assigning and reviewing the work of subordinates
staying human
The value here is that a specific person handles the work of subordinates and stands behind it. That is earned, not computed.
importance 85 · 1162/01, 1162/02, 1162/03
Source: “Assign and review the work of subordinates.” (UK task statement)
How this row was scored
Exposure score: 35 out of 100 (28–42 allowing for uncertainty): low exposure, medium confidence.
Why it sits in this group: the same decision, made over and over; the value is that a specific person does it.
The rating behind it: Allocating work can be automated, but reviewing how officers performed it is a supervisor's judgement and conversation.
The five ratings: output a model can produce 2/4 · needs a body in a room 0/4 · needs an accountable person 1/4 · needs to be trusted in the moment 2/4 · how much data exists 3/4.
Evaluating staff performance
staying human
The value here is that a specific person handles staff performance and stands behind it. That is earned, not computed.
importance 85 · 1162/02
Source: “Evaluate staff performance.” (UK task statement)
How this row was scored
Exposure score: 35 out of 100 (28–42 allowing for uncertainty): low exposure, medium confidence.
Why it sits in this group: the same decision, made over and over; the value is that a specific person does it.
The rating behind it: Performance evidence can be gathered automatically, but the evaluation itself is a judgement discussed face to face.
The five ratings: output a model can produce 2/4 · needs a body in a room 0/4 · needs an accountable person 1/4 · needs to be trusted in the moment 2/4 · how much data exists 3/4.
Authorising promotions and transfers for subordinates
staying human
The value here is that a specific person handles promotions and stands behind it. That is earned, not computed.
importance 80 · 1162/01, 1162/02, 1162/03
Source: “Authorise promotions and transfers for subordinates.” (UK task statement)
How this row was scored
Exposure score: 25 out of 100 (18–32 allowing for uncertainty): low exposure, medium confidence.
Why it sits in this group: the same decision, made over and over; the value is that a specific person does it.
The rating behind it: Software can rank candidates, but authorising a promotion or transfer is a decision a senior officer personally owns.
The five ratings: output a model can produce 1/4 · needs a body in a room 0/4 · needs an accountable person 1/4 · needs to be trusted in the moment 2/4 · how much data exists 3/4.
Organising community activities and organisations to enhance public safety and engagement
staying human
This work happens in the physical world: community activities, in a real place. Software cannot follow it there.
importance 75 · 1162/01, 1162/02, 1162/03
Source: “Organise community activities and organisations to enhance public safety and engagement.” (UK task statement)
How this row was scored
Exposure score: 20 out of 100 (13–27 allowing for uncertainty): low exposure, medium confidence.
Why it sits in this group: the same decision, made over and over; work that happens in the physical world; the value is that a specific person does it.
The rating behind it: Plans and invitations can be produced quickly, though organising local groups depends on existing relationships.
The five ratings: output a model can produce 2/4 · needs a body in a room 2/4 · needs an accountable person 0/4 · needs to be trusted in the moment 2/4 · how much data exists 3/4.
Collaborating with the police to protect the public
staying human
The rules require a named, qualified person to answer for the police, and that person cannot be a piece of software.
importance 90 · 1162/02
Source: “Collaborate with the police to protect the public.” (UK task statement)
How this row was scored
Exposure score: 20 out of 100 (13–27 allowing for uncertainty): low exposure, medium confidence.
Why it sits in this group: someone qualified has to answer for it; the value is that a specific person does it.
The rating behind it: Coordination can be supported by systems, but protecting the public relies on trusted working relationships between officers and agencies.
The five ratings: output a model can produce 2/4 · needs a body in a room 1/4 · needs an accountable person 2/4 · needs to be trusted in the moment 2/4 · how much data exists 2/4.
Establishing and maintaining relationships with community groups and/or key partners
staying human
The value here is that a specific person handles relationships and stands behind it. That is earned, not computed.
importance 80 · 1162/02
Source: “Establish and maintain relationships with community groups and/or key partners.” (UK task statement)
How this row was scored
Exposure score: 17 out of 100 (10–24 allowing for uncertainty): minimal exposure, medium confidence.
Why it sits in this group: the same decision, made over and over; the value is that a specific person does it.
The rating behind it: Community groups and partners build confidence with named officers over time; letters and posts do not replace that.
The five ratings: output a model can produce 1/4 · needs a body in a room 1/4 · needs an accountable person 0/4 · needs to be trusted in the moment 3/4 · how much data exists 3/4.
Discussing policing topics with community groups to enhance public safety awareness
staying human
This work happens in the physical world: topics, in a real place. Software cannot follow it there.
importance 75 · 1162/01, 1162/02, 1162/03
Source: “Discuss policing topics with community groups to enhance public safety awareness.” (UK task statement)
How this row was scored
Exposure score: 16 out of 100 (9–23 allowing for uncertainty): minimal exposure, medium confidence.
Why it sits in this group: the same decision, made over and over; work that happens in the physical world; the value is that a specific person does it.
The rating behind it: Talking points are easy to prepare, but community confidence is built by a familiar person in the room.
The five ratings: output a model can produce 2/4 · needs a body in a room 2/4 · needs an accountable person 0/4 · needs to be trusted in the moment 3/4 · how much data exists 3/4.
Investigating and resolving personnel issues within organisation and charges of misconduct against staff
staying human
The rules require a named, qualified person to answer for personnel issues within organisation, and that person cannot be a piece of software.
importance 85 · 1162/01, 1162/02, 1162/03
Source: “Investigate and resolve personnel issues within organisation and charges of misconduct against staff.” (UK task statement)
How this row was scored
Exposure score: 14 out of 100 (7–21 allowing for uncertainty): minimal exposure, medium confidence.
Why it sits in this group: someone qualified has to answer for it; the value is that a specific person does it.
The rating behind it: Misconduct allegations against officers must be investigated under police regulations by an appointed investigator, not simply processed.
The five ratings: output a model can produce 1/4 · needs a body in a room 0/4 · needs an accountable person 3/4 · needs to be trusted in the moment 2/4 · how much data exists 2/4.
Disciplining staff for breach of department rules and regulations
staying human
The rules require a named, qualified person to answer for staff, and that person cannot be a piece of software.
importance 80 · 1162/01, 1162/02, 1162/03
Source: “Discipline staff for breach of department rules and regulations.” (UK task statement)
How this row was scored
Exposure score: 14 out of 100 (7–21 allowing for uncertainty): minimal exposure, medium confidence.
Why it sits in this group: someone qualified has to answer for it; the value is that a specific person does it.
The rating behind it: Police misconduct is handled under set regulations, and only the appropriate authority or panel can decide the outcome.
The five ratings: output a model can produce 1/4 · needs a body in a room 0/4 · needs an accountable person 3/4 · needs to be trusted in the moment 2/4 · how much data exists 2/4.
Supervising the collection and preparation of evidence related to prisoners
staying human
This work happens in the physical world: the collection, in a real place. Software cannot follow it there.
importance 85 · 1162/01, 1162/02, 1162/03
Source: “Supervise the collection and preparation of evidence related to prisoners.” (UK task statement)
How this row was scored
Exposure score: 13 out of 100 (6–20 allowing for uncertainty): minimal exposure, medium confidence.
Why it sits in this group: work that happens in the physical world; someone qualified has to answer for it.
The rating behind it: Evidence handling follows strict documented rules, yet the chain of custody rests on named, accountable people.
The five ratings: output a model can produce 2/4 · needs a body in a room 2/4 · needs an accountable person 3/4 · needs to be trusted in the moment 1/4 · how much data exists 2/4.
Investigating crimes within an institution
staying human
This work happens in the physical world: crimes within an institution, in a real place. Software cannot follow it there.
importance 75 · 1162/01, 1162/02, 1162/03
Source: “Investigate crimes within an institution.” (UK task statement)
How this row was scored
Exposure score: 9 out of 100 (2–16 allowing for uncertainty): minimal exposure, medium confidence.
Why it sits in this group: work that happens in the physical world; someone qualified has to answer for it.
The rating behind it: Analysis can be automated, but searches, interviews and seizures may only be carried out by warranted officers in person.
The five ratings: output a model can produce 1/4 · needs a body in a room 2/4 · needs an accountable person 3/4 · needs to be trusted in the moment 1/4 · how much data exists 2/4.
Inspecting premises and vehicles to ensure they meet specific safety and operational standards
staying human
This work happens in the physical world: premises, in a real place. Software cannot follow it there.
importance 70 · 1162/01, 1162/02, 1162/03
Source: “Inspect premises and vehicles to ensure they meet specific safety and operational standards.” (UK task statement)
How this row was scored
Exposure score: 9 out of 100 (2–16 allowing for uncertainty): minimal exposure, medium confidence.
Why it sits in this group: the same decision, made over and over; work that happens in the physical world.
The rating behind it: Checking premises and vehicles against standards means physically going and looking at them.
The five ratings: output a model can produce 1/4 · needs a body in a room 3/4 · needs an accountable person 1/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Ordering detention of witnesses and suspects for questioning
staying human
This work happens in the physical world: detention of witnesses, in a real place. Software cannot follow it there.
importance 80 · 1162/01, 1162/02, 1162/03
Source: “Order detention of witnesses and suspects for questioning.” (UK task statement)
How this row was scored
Exposure score: 7 out of 100 (3–11 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: work that happens in the physical world; someone qualified has to answer for it.
The rating behind it: Authorising someone’s detention is a decision the law reserves for a specific ranking officer.
The five ratings: output a model can produce 1/4 · needs a body in a room 2/4 · needs an accountable person 4/4 · needs to be trusted in the moment 1/4 · how much data exists 2/4.
Testifying in court as a witness to specific incidents
staying human
This work happens in the physical world: court, in a real place. Software cannot follow it there.
importance 80 · 1162/01, 1162/02, 1162/03
Source: “Testify in court as a witness to specific incidents.” (UK task statement)
How this row was scored
Exposure score: 1 out of 100 (0–5 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: work that happens in the physical world; someone qualified has to answer for it; the value is that a specific person does it.
The rating behind it: Only the officer who was there can be sworn in and questioned about what they saw.
The five ratings: output a model can produce 0/4 · needs a body in a room 3/4 · needs an accountable person 3/4 · needs to be trusted in the moment 2/4 · how much data exists 1/4.
Participate in raids, searches, and arrests to uphold law and order
staying human
This work happens in the physical world: raids, searches, and arrests, in a real place. Software cannot follow it there.
importance 80 · 1162/01, 1162/02, 1162/03
Source: “Participate in raids, searches, and arrests to uphold law and order.” (UK task statement)
How this row was scored
Exposure score: 0 out of 100 (0–4 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: work that happens in the physical world; someone qualified has to answer for it.
The rating behind it: Taking part in a raid or an arrest is physical presence work.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 3/4 · needs to be trusted in the moment 1/4 · how much data exists 2/4.
Responding effectively to major incidents outside of the normal operational area as part of a national response
staying human
This work happens in the physical world: major incidents outside of the normal operational area, in a real place. Software cannot follow it there.
importance 85 · 1162/02
Source: “Respond effectively to major incidents outside of the normal operational area as part of a national response.” (UK task statement)
How this row was scored
Exposure score: 0 out of 100 (0–4 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: work that happens in the physical world.
The rating behind it: Responding to a major incident somewhere else means physically deploying there.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 1/4 · needs to be trusted in the moment 1/4 · how much data exists 2/4.

What this job pays, and how many people do it

Median pay: £66,700a year, before tax, the middle of the range, so half earn more and half earn less.ashe-t14, 2025 · ASHE 2025 provisional (reference April 2025)Provisional, because the ONS revises this figure in the autumn.
How we know this
Source: ashe-t14
Reference period: ASHE 2025 provisional (reference April 2025)
Rounding: Shown to the nearest £100. The exact published figure is in the downloadable dataset. We do not render pounds the survey cannot support.
People doing this job: 11,000in the UK, 2026.nomis-aps · Apr 2025-Mar 2026 (latest APS 12-month period)This headcount comes from a survey, not a census, so treat it as a good estimate rather than an exact count.

What is deliberately not here: a forecast of how many of these jobs exist in ten years. Where an official projection exists for a market we publish it with its vintage; where it does not, we leave the space empty rather than borrow the other country’s number.

Why this is shifting

The reason is boringly specific. Most of what is shifting here is reading one thing and writing another: work schedules in, a record out. The rows above are exactly that shape: preparing work schedules to optimise team productivity and directing the preparation and maintenance of official reports and records. What it cannot do is be answerable: raids, searches, and arrests need a named person the rules will accept, and software cannot be that person. Which is why this page talks about your tasks changing, not your job ending.

Your move

Over a pint: what I’d tell you if you were my friend

Your week is splitting in two, and which half fills it is the whole question. Preparing work schedules to optimise team productivity is going; participate in raids, searches, and arrests to uphold law and order is not.

So, given all that: 28% of this job's task weight sits in rows the software is already learning, 19% in rows that change shape rather than disappear, and 52% in rows it is nowhere near. That is the position, measured across 37 scored tasks. It is not a forecast about you.

The occupation is an average and you are not, so the first job below is finding out where your own week actually sits.

This week: one thing

Print the task ledger above and put your own hours next to each row. Roughly, in pen, in one sitting. Then look at which group your hours actually pile up in. Twenty minutes, this week.

What you end up holding: your own week, on one page, sorted into what is shifting and what is not
How long it takes: about twenty minutes

If printing it isn’t practical: Read the rows off this page and write the same list on the back of an envelope. Same twenty minutes, same page, and it works just as well said out loud to someone who knows the job. The point is your hours next to the rows, not the paper it is on.

Over the next 90 days

Volunteer toward the durable end, visibly. Over the next ninety days put your hand up for the work in the bottom group (participate in raids, searches, and arrests to uphold law and order) and let people see you doing it. Not a new project: the same job, with your mix deliberately tilted. The point is that when the rota or the reorganisation comes, the version of you people picture is the one doing the part that stays.

Over the next 12 months

Claim a specialism at the durable end and let the other end go. Over a year, deliberately become the person who handles participate in raids, searches, and arrests to uphold law and order, and deliberately stop being the first choice for the rows in the top group. That trade costs something, because the exposed work is often the comfortable work. Decide it on purpose rather than by drift. Before you pay for anything, spend an hour with National Careers Service. It is free and government-funded, and it is listed below with the rest of the free routes.

The roads out of here, and why I am not sending you down them

I looked at the obvious moves out of this job, and here is what I found.

I checked the 12 nearest UK occupations to senior police officers (nearest by the work that AI is not taking, not by job title), and none of them survived. The closest was customer service managers: only about 4% of its durable work is work you already do and it pays 43.7% less. Your own job splits about 28/72: that share of the list sits in the top exposure band and the rest does not. On this evidence the honest move is inside the job rather than out of it. Become the person who owns “coordinate with or assist law enforcement agencies in matters of mutual concern”, and let the exposed end go.

How that was checked: this job was compared against all 412 UK occupations in this release on their official task statements, and the 12 nearest were examined one by one. A move that turns on an industry, an employer or a qualification rather than on the work itself will not show up in a check like that. And this release carries no licence register, so anything you are weighing needs that looked up separately.

3 moves I checked and rejected

These are the obvious-looking jumps. They are here with their reasons rather than quietly dropped, because the ones that fail are worth knowing about. It is one less thing to turn over at night.

Customer service managers
Why it looked obvious: It came up as a near neighbour on the work AI is not taking: you already investigate and resolve personnel issues within organisation and charges of misconduct against staff, and their equivalent is to resolve performance and personnel issues in consultation with staff. Across both published task lists that is about 4% of the durable work in that job.
Why I am not recommending it: Almost none of it is work you already do: about 4% of the durable side of that job. That is a different job, not a next step. It is a pay cut, in those words: £37,535 against your £66,690, 43.7% less (ASHE Table 14.7a, 2025 provisional (both)). Retraining to earn less is a decision, not advice.
Look at that job’s page anyway →
Office supervisors
Why it looked obvious: It came up as a near neighbour on the work AI is not taking: you already assess the performance of employees, and their equivalent is to supervise employees to ensure quality of work. Across both published task lists that is about 3% of the durable work in that job.
Why I am not recommending it: Almost none of it is work you already do: about 3% of the durable side of that job. That is a different job, not a next step. It is a pay cut, in those words: £33,174 against your £66,690, 50.3% less (ASHE Table 14.7a, 2025 provisional (both)). Retraining to earn less is a decision, not advice.
Look at that job’s page anyway →
Police officers (sergeant and below)
Why it looked obvious: It came up as a near neighbour on the work AI is not taking: you already participate in raids, searches, and arrests to uphold law and order, and their equivalent is to participate in raids, searches, and arrests to enforce the law. Across both published task lists that is about 3% of the durable work in that job.
Why I am not recommending it: Almost none of it is work you already do: about 3% of the durable side of that job. That is a different job, not a next step. This release publishes no median pay for that job, so I cannot show you what the move costs or pays. I do not recommend a move I cannot price.
Look at that job’s page anyway →

What I’d stop worrying about

A friend tells you what not to spend fear on. This is that list.

The headline number you read somewhere
The big “X% of jobs” figures are about the whole economy, not about you. The number that describes your job is on this page: 28% of its task weight, across 37 scored tasks. Every row behind it is printed above with the source. Check ours; ignore theirs.
The whole-job doom story
Nothing on this page says this job ends. It says the mix inside it moves. Half the rows above are unchanged or changing shape, and the plan is about which half your week sits in. That is a very different problem, and a solvable one.
Panic-buying a course
Do the twenty-minute sorting exercise first. Most people who buy a course before they have done it buy the wrong one, and the free services listed below will tell you the same thing without charging for it.
The “obvious” next job everyone suggests
I checked the obvious moves and most of them did not survive. The reasons are printed with the routes above, including the pay and the gate. A move that fails on the numbers is worth knowing about so you can stop turning it over at night.

You are reading the United Kingdom figures

The United States splits this work across more than one official group, of which Detectives and Criminal Investigators is the closest. The pay and employment figures are not directly comparable, and we do not average them together.

Switch to the United States page →partial match

In US official statistics this job is counted as Detectives and Criminal Investigators. Pay and employment stay on this page’s own group; the task list and the scores do not cross over.

Your route through this

Where to go next, and what it costs

Free, and complete

The moves above cost nothing. These are the real services that go with them: public, government-funded, and free at the point of use. Nothing on this page is behind an email address or a payment.

In England:
National Careers Service
A free hour with a government-funded careers adviser is worth more than another evening of reading. In England that's the National Careers Service.
Free, government-funded
- Discover your skills and careers (the skills assessment)
In England:
National Careers Service - Find a course
Search what's actually running near you before you spend anything.
Free to search; individual courses vary
In England:
Free courses for jobs (Level 3 qualifications)
A free Level 3 qualification you already qualify for beats a paid course you don't need.
Free for eligible adults
In England:
Skills Bootcamps
Free, up to 16 weeks, and you get a job interview at the end. In England these are Skills Bootcamps - search what's running near you.
Free for eligible adults in England
- Skills Bootcamps - what they are and who can do them (DfE, Skills for Careers)
- Skills Bootcamps - JobHelp (DWP)
In Scotland:
My World of Work (Skills Development Scotland)
In Scotland it's My World of Work, from Skills Development Scotland.
Free, publicly funded
- Skills Development Scotland
In Wales:
Careers Wales
In Wales it's Careers Wales.
Free, Welsh Government-funded
In Northern Ireland:
Careers Service Northern Ireland
In Northern Ireland it's the Careers Service on nidirect.
Free, Department for the Economy-funded

No Space for this job, but one for what is happening to it

Nothing Collab365 runs is built for senior police officers, and we are not going to point you at the nearest one and call it a fit.

There is one that is not about a job title at all. The AI Authority is about being the person who directs these tools at work rather than the person they get compared to. That is worth saying here, because 28% of the work on this page is already inside what they can do.

Try The AI Authority free →

7 days free, no card needed. Explore up to 2 Spaces before you choose a plan: you pick a plan later, not now.

The AI Authority is a general community about working with AI, not a course for senior police officers. You do not need it to act on anything here: the moves above cost nothing and stand on their own. The data on this page is the same either way.

Noted, and thank you. We’ll email you if a Space for senior police officers launches. Nothing else.

That did not look like an email address, so nothing was saved. Have another go below.

We could not save that. The fault is ours, not yours, and your address was not stored. Please try again later.

No Space for senior police officers yet. Should there be one?

Collab365 Spaces is built by the same people as this site. We find the problems that AI and automation are creating inside one kind of work, then solve them as short courses, briefings and Blueprints. Each Space is the community too, so the research and the people doing your job are in the same place.

What a Space actually is, in full

Collab365 launches new communities where the need is real. If one for senior police officers existed, with researched problems, courses and people in the same boat, would you want in?

Your email

We use your email address for one thing: to tell you if a Space for senior police officers launches. We never sell it, never use it for unrelated marketing, and every email has a one-click unsubscribe. Our privacy policy has the full version.

This unlocks nothing. Every figure, every row and every step on this page is already yours, whether you fill this in or not.

No deadline on any of this. The page will still be here, and the data is refreshed on a published schedule rather than when someone wants a headline.

Questions people ask about this job

Will AI replace Senior police officers?: Not as a job, but it is already doing parts of the work. Across the 37 official task statements scored for Senior police officers (United Kingdom, SOC 1162), 28% of the importance-weighted core work is made of tasks today's AI could already do most of. The overall exposure score is 42 out of 100 (range 36–48, band: partial). That is a statement about tasks, not about headcount: this measures what AI could do, not whether any employer adopts it, whether the law allows it, or whether doing the routine parts faster creates more demand for the human parts. Figures are from release 2026-q4.1.
Which tasks in “Senior police officers” can AI already do?: The highest-scoring tasks in release 2026-q4.1 are: “Prepare work schedules to optimise team productivity” (100/100, very high); “Monitor departmental spending” (100/100, very high); “Prepare press releases to inform the public about law enforcement activities and community safety” (88/100, very high). Each score comes from five published 0–4 ratings turned into a number by a published formula, and each carries the model's one-sentence reason on the page.
Which tasks in “Senior police officers” stay human?: About 52% of this job's task weight sits in work that scores low for AI exposure. The lowest-scoring tasks in release 2026-q4.1 are: “Respond effectively to major incidents outside of the normal operational area as part of a national response” (0/100, minimal); “Participate in raids, searches, and arrests to uphold law and order” (0/100, minimal); “Testify in court as a witness to specific incidents” (1/100, minimal). Low scores usually mean the task needs a body in a room, a legally accountable human, or trust built in real time. Those are the three things the scoring rubric treats as gates rather than obstacles.
What should someone working in “Senior police officers” do about AI?: Start from the ledger rather than the headline: 28% of this job's weighted core work is exposed, and roughly 52% is not. The practical move is to spend more of your week on the tasks that score low, the ones above, and to get fluent at directing AI through the tasks that score high, because those are the parts that change whether or not you are ready for them. This page does not predict your job, and nothing here is career advice tailored to you: the score describes the occupation, not the person.
How is the AI exposure score for Senior police officers calculated?: Each official task statement for the occupation is rated on five published 0–4 dimensions (output replicability, physical embodiment, licensed accountability, real-time human trust, and data availability) by claude-opus-5 using scoring prompt task_scoring_v1.0. The model never writes the score; a published formula turns the five ratings into a 0–100 number, so every score can be recomputed by hand. The occupation figure is the importance-weighted mean across 37 scored tasks. The prompt, the rubric, the formula and the full dataset are published at https://futureproof.collab365.com/method and https://futureproof.collab365.com/data/2026-q4.1 under CC BY 4.0.

Where these numbers come from

About the data on this page

Provisional, because the ONS revises this figure in the autumn.
This headcount comes from a survey, not a census, so treat it as a good estimate rather than an exact count.
The match between this job and its counterpart in the other country is partial, so the two pages count slightly different groups of people.
Task clusters are not derived in this release, so the task-cluster field is empty and no Collab365 Space routing is attached to this occupation yet.

Task statements: gaisi-indexProcessing: catalogue-bridge → ssc-relatedness-weighting → task-scoring → score-aggregation
Task weights: gaisi-index (relatedness)
Scores: Rubric task_scoring_v1.0, model claude-opus-5, computed 2026-08-05.
Pay and employment: ashe-t14 (ASHE 2025 provisional (reference April 2025))nomis-aps (Apr 2025-Mar 2026 (latest APS 12-month period))

Figures on this page come from release 2026-q4.1, published 2026-08-05. Every release keeps its own permanent address, so a figure you cite in March is still there, unchanged, in November.

The plain-English wording on this page is assembled directly from the task statements and the published ratings, not written by hand for this occupation. That is why it is specific, and it is also why we say so.

The routes and free resources further up are today’s, not the release’s (last reviewed 2026-08-05). A route is an offer, not a historical fact, so it moves on its own clock.

How we score a job Download this release Look up another job

Using these figures?

Cite this

Everything on this site is published under CC BY 4.0. Quote it, chart it, sell something built on it. Just say where it came from, and cite the dated release rather than the site, so the figure you quote stays checkable.

Plain text

Collab365 (2026). Collab365 Futureproof: task-level AI exposure for US and UK occupations, release 2026-q4.1 (methodVersion 2.0.0, promptVersion task_scoring_v1.0). https://futureproof.collab365.com/data/2026-q4.1. Licensed CC BY 4.0. Built with O*NET data (USDOL/ETA, CC BY 4.0); ONS data (Open Government Licence v3.0); GAISI task framework (arXiv:2507.22748, MIT); BLS data (public domain).

BibTeX

@misc{collab365futureproof2026q41,
  title        = {Collab365 Futureproof: task-level AI exposure for US and UK occupations, release 2026-q4.1},
  author       = {{Collab365}},
  year         = {2026},
  url          = {https://futureproof.collab365.com/data/2026-q4.1},
  note         = {Release 2026-q4.1, methodVersion 2.0.0, promptVersion task_scoring_v1.0, CC BY 4.0}
}

Permalink

https://futureproof.collab365.com/data/2026-q4.1

Data as of release 2026-q4.1, published 2026-08-05. Releases never change after publication; when the figures move, a new dated release is published beside this one and this one stays exactly where it is.