Agentic AI in Policing: Putting AI Agents to Work Behind the Scenes
Policing is often judged by what happens on the street, but much of its capacity is determined by what happens behind it.
Case file preparation, disclosure, records management, data quality checks, FOI requests, vetting, finance and HR administration are time-consuming but essential tasks in every police force.
Because of this, these back-office processes are where AI agents can make the biggest difference in Policing.
To this end, let’s explore what good looks like and how to prioritise your AI agent use cases.
What makes a good AI agent in Policing?
An AI agent is more than a chatbot. It pursues a goal across several steps like gathering information from different systems, applying rules, drafting outputs and handing off to a person when needed.
A good AI agent has five qualities:
- Clear scope: It does a defined job well rather than trying to do everything.
- Human oversight: A person reviews, approves or can override anything consequential. The agent prepares and recommends and people decide.
- Transparency: It shows its sources and reasoning and every action is logged so it can be audited and explained.
- Reliability: It knows when it is uncertain and escalates instead of guessing.
- Secure and compliant by design: It respects access controls, data protection law and information-handling standards, and it only touches data it needs.
Once you know these 5 hallmarks of a good AI agent, you can turn your attention to finding where an AI agent can help in your police force.
Where do AI agents help in police force backend processes?
When helping our customers identify AI agent use cases, we’re always looking for the highest potential impact. From these exercises, there are some frequent scenarios that present the perfect balance of being achievable and valuable.
The best opportunities are high-volume, document-heavy tasks that follow recognisable rules but currently consume skilled staff time:
- Case file and disclosure support: collating material, flagging gaps, and suggesting redactions for human review.
- Records and data quality: spotting duplicates, missing fields and inconsistencies across systems.
- Information requests: triaging FOI and subject access requests, locating relevant material and drafting responses.
- Administrative workflows: rota queries, expenses, procurement, training records and HR case administration.
- Knowledge retrieval: helping staff find the right policy, guidance or precedent quickly.
How do we choose the right AI agent use case?
At Telefónica Tech, we recommend a simple approach to prioritising your AI agent use cases:
Step 1: Identify High-Volume Processes
Look for activities that:
- Occur frequently
- Consume significant staff time
- Have predictable workflows
- Create operational bottlenecks
Step 2: Assess Data Availability
A successful AI agent requires access to:
- Reliable data
- Clear policies and procedures
- Structured business processes
- Well-defined outcomes
Step 3: Focus on Low-Risk Decisions First
Prioritise use cases where:
- The impact of an error is limited
- Human review remains possible
- Processes are already standardised
A simple test: Is it valuable, is it safe and is it feasible? The best first use cases usually score well on all three!
Move from experimentation to action at your police force
Today, police forces across the UK have a wide range of opportunities to improve the colleague and citizen experience by leveraging AI agents.
AI agents can reduce admin, streamline operations, and speed up time to information. However, the trick to moving forward is prioritising the right use cases that demonstrate value fast.
That’s what we’re helping police forces achieve at the Policing Agentathon with Microsoft. Using Copilot, we’re uncovering the potential of agentic AI across HR, finance, procurement, workforce, case management and beyond.
If you’re looking to productionise AI agents at your police force, Telefónica Tech can help you identify use cases, build the business case, implement, and demonstrate ROI. Get in touch with our team of experts to start the conversation today:
