Intelligence-led policing

‘Till the understanding turns inwards upon itself, reflects on its own operations, and makes them the object of its own contemplation.’ John Locke 1632- 1704.

A cautionary tale is unlikely to garner readers or engender excitement, what it does is set a reflective note, but hopefully encourages inquisition. However, the propaganda of pluralism’s positiveness, enhanced by an over reliance on the repetition of singular success stories is secular society’s steadfast position. Contrastingly, emphasising the influences of populism and AI, compounded by a lack of innovation casts a muted shadow over this review.

August 5, Home Office issued a news story, ‘Knife crime homicides fall to 30-year low’, is one such success – 15,000 knives and offensive weapons surrendered has resulted in ‘knife-related homicides have falling to 26%’. (www.gov.uk)

In the preface to his book, ‘What is Populism?’, Jan-Werner Müller quotes Bertolt Brecht: “All power comes from the people. But where does it go?”

Populism versus the pluralism of AI: Müller postures, “might the popularity of diagnosing all kinds of different phenomena as ‘populism’ be a failure of political judgement?” Sanguine as this may be for casual observers, it posts a warning sign of caution for policing.

Maintaining policing by consent through democratic authority will require advanced public relations tact in an ever more demanding populist environment. Similarly, policing across the board must be wary of the narcissistic salesmanship of high-impact advanced technology being the annihilator of bureaucracy.

Community Intelligence-Led Policing Methodology (CILPM) was devised to plug a conspicuous gap in frontline policing: the lack of an embedded process within police data management designed to capture ‘policing purpose’ community information, as being a clear distinction with that of intelligence.

The task of public protection is monumental; technological advances, structural reform and officer numbers will in themselves cut crime by increasing confidence and bringing about the return of trust in policing. However, in a convoluted amalgamation of many disparate tactics, CILPM, while it may only be one component, is a significant base-level contributor across frontline service provision.

It is a pragmatic tool, simultaneously informing the policing establishment, delivering on crime prevention, supporting officer wellbeing, ensuring the protection of all communities, delivering on an endorsement for the Safer Streets Mission.

Importantly, CILPM’s ‘Amalgamation’ (integration over isolation – the provision of 24hr-a-day neighbourhood policing), offers individuals and communities alike direct access to local officers at-all-times-day-or-night. The reassurance of ‘known’ local officers increases relevance in context of the Government’s current, prisoner early release scheme; the PC Andrew Harper legal action proposition; or as the housing of asylum seekers has become an anti-immigration weapon in Thetford, undermining the sagaciousness of devolution.

Media attention contributes to the illegal immigration debate with the approximation of 72,000 North African migrants entering the Spanish enclave of Ceuta between July 30 and 31 apparently seeking access to European states.

There are significant ambitions for policing from all quarters, what CILPM provides is a foundation stone; for this essay is intended as a brief contemplative yardstick; a comparative gauge intended to reinforce the value of heterogeneous policing through; conversation, interaction, collaboration, presence, accountability and openness.

Dialectical progress 

Discussing policing’s progress dialectically presents CILPM as an antagonistic combatant within the Neighbourhood Policing Guarantee, whereas in reality it’s complimentary.

Linear development of operational policing sacrificing CILPM to the determination of AI, introduction of a National Police Service, or the Neighbourhood Policing Guarantee is imperceptive.

National progress is nebulous as it is not merely about laying down of new legislation, the setting-up of nationwide performance frameworks, or the introduction of standardised training modules, or even the consistency of Home Secretary. A more achievable ambition will be to reference success locally: that of judging development of operational projects implanted across policing’s complex range of responsibilities. Likewise, neighbourhood policing’s performance framework is either plagued by the vicissitudes of populism or handicapped by perpetual repetition of bland statistics.

Neighbourhood policing is a continual re-calibration of working practices by means of adapting to evolving environments, re-visiting risk matrix, or quantifying needs analysis, all the while maximising community engagement to enable the recognition of agendas thus amending its transactional zero.

Foundation rooted in neighbourhood

January 2026, From Local to National: A New Model for Policing. The Home Secretary outlined a strategy to drive professional improvement, designed to increase public confidence by its scheduled implementation, all the while guaranteeing to introduce structural reform by creating a National Police Service whilst investing in Local Police Areas through neighbourhood policing.

Performance

His Majesty’s Inspectorate of Constabulary and Fire and Rescue Services has published its upgraded compliance framework for forces with required standards levels and structured remedial support imbedded in a new: Policing Performance System. National targets setting standards that will hold forces and their chief constables to account.

Leadership

The Police Leadership Commission has completed its task, a 148-page report lambasting not only the hierarchy but their first-line supervisors. An embarrassingly stark introduction by Lord Blunkett on the eve of the publication of the Police Leadership Commission’s report: was one of the police service being, “not good enough”.

Accountability

Governance is to be enhanced by the replacement of police and crime commissioners with a return to the elected authority of local government.

A most significant historical development being, The Public Life (Accountability) Bill 2026.

Purpose of Act: Implementing duty of candour.

Hillsborough Law, as the Act will be commonly known is an indictment of 21st century society. An Act of Parliament forcing public officials to tell the truth is how the general public will understand the legislation; a further illustration of the difficulty community policing has to confront.

Technology

The evolution of AI is central to policing’s ambitious, From Local to National policy.

A salutary pause: Karen Hao, author of: Empire of AI (2026): “Over the years, I’ve found only one metaphor that encapsulates the nature of what these AI power players are: empires…

“They justify their quest for power by the need to compete with other empires”.

Just as empires of old eventually fell to more inclusive forms of governance, we, too, can shape the future of AI together…

There is optimism, “Policymakers can implement strong data privacy and transparency rules, and update intellectual property protections to return people’s agency”. (Hao. 2026)

NPCC’s National Policing Digital Strategy. 2025-2030

Ch 4.1 Ambition 1: ‘By delivering earlier, more precise and targeted preventative and reactive policing approaches, utilised by neighbourhood and specialist police teams, we can reduce the impact and likelihood of offending on the public.’

Vision: Core data. Ethically and accurately capture and convert every single piece of intelligence and evidence available to policing,…’

Ch 5.1 Sector strategy alignment. 1 Protecting the public:

aEmploy drones, body-worn cameras, and real-time surveillance tools to enhance operational efficiency (Policing Vision 2030 / NPCC Science and Technology Strategy).

bUse geospatial and crime trend analytics to predict and respond to hotspots and emerging threats (Policing Vision 2030 / Future Operating Environment 2040).

cDeploy AI for forecasting crime trends and optimising resource allocation (Policing Productivity Review/NPCC Science and Technology Strategy).

dIntroduce predictive models to prevent crime and proactively address public safety challenges (Future Operating Environment 2040).

Ch 8.3 Capabilities (includes):

Reporting: The ability to receive and create incident and intelligence reports through multiple channels from the public, our partners and the front line.

Data management and sharing: The storage of data in accredited data management systems which comply with national data management and handling standards and processes – allowing interoperability between forces and partners.

Data preparation: The ability to access, cleanse and manipulate vast amounts of data efficiently and effectively and make this available for decision making processes, analytics and intelligence development activities

Process automation: The ability to automate predictable processes, as well as automated demand analysis and response to improve quality of decision-making, tasking and assessment.

From Local to National, (Home Office. 2026), Paragraph 22: “modern technology has the potential to link data sources and analyse these in seconds rather than weeks…”. A three-year £15,000,000 investment in a National Centre for AI in policing (Police.AI).

Instant messaging (WhatsApp)

A significant judgment is held in R (BB) v Commissioner of Police of the Metropolis [2026] EWHC 1986. The Criminal Procedure and Investigations Act was not misstated by the Metropolitan Police Service guidance as referenced in the judgment: Para 55: d. ‘officers and staff are prohibited from using WhatsApp for communicating sensitive information, confidential or evidential material, or material generated in the course of an investigation which would engage CPIA retention and disclosure obligations, or operational decision making;’

Progress is relative

The Leadership Commission Report, (2026): “A recent House of Lords Justice and Home Affairs Committee report described a “Wild West, in which new technologies are developing at a pace that public awareness, government and legislation have not kept up with”.

Hi-tech is designing its algorithms and advising on how to regulate its own industry governance, it is: ‘ethics through autonomy’. (Véliz. The Ethics of Privacy and Surveillance (2024)

CILPM’s progressive innovation is universal.

Policing is dependent of information, there are three principal data-mining sources; occurrence reports, criminal investigations and intelligence.

Amalgamation of these repositories within forces has been a focus over the last few decades; celebrated progress has accelerated at an unprecedented pace in recent years through high-tech advances and the AI revolution. Recording rules and system evolution have overcome the challenges with single record management system deployment.

The stark flooding of streets, city centres, village squares, or town’s communal areas with officers on foot-patrol is not a resolution of the problem; it’s merely a delay.

Short-term reduction of recorded crime figures will be somewhat offset by increase in facial recognition, drones, high-powered e-bikes arrests, and £200 shoplifting headroom; whilst crime prevention strategy is ultimately a relocation of crime scene, transfer of OCG supply route and replacement of victimised storekeeper.

Tempered ambition

A phrase attributed to Franklin D. Roosevelt: “The only limit to our realization of tomorrow will be our doubts of today.” (1945).

Neighbourhood Policing underwriting interoperability

Confidence of conviction: pursuit of a comprehensive intelligence database, generic, volumous, malleable, accessible.

The requirement of depth of information is starkly presented with the, NPCC: National Policing Strategy (above). The extracts highlighted illustrate the industry’s diverse expectations and the importance of a front-line cornerstone.

CILPM supplies context, the material data that intelligence algorithms and operational planning demand.

One primary function of the National Intelligence Model is to deliver confidence. Permitting police officers and prosecutors alike to testify that the intelligence material they used in the process of a criminal investigation or an interoperability sharing protocol is assessed to the strictest of prerequisite conditions; in fundamental knowledge that context, source, insight, understanding, honesty, interpretation, legitimacy, accuracy, et al, are evaluated and that the calculation is transparent.

CILPM delivers legally, ethically, morally, and operationally within a neighbourhood policing strategy. Recording information verbatim as it is observed or received, a date and time validated system recorded on the officer’s device. Veracity, authenticity, reliability, validity, all assessed against NIM prior to reproduction via risk assessment and evaluated intelligence.

An holistic provision: from the individual citizen to community collective groups, from the National Business Crime Centre to Counterpoints; from the Naturewatch Foundation to the NFU and multitude of concerned organisations all collating information to be shared with their police liaison contacts for the betterment of civil society, businesses and their own neighbourhoods.

Steve Dodd is a retired South Wales Police detective. He is a subject matter expert on police intelligence having authored the force’s Community Intelligence Force Policy. An adviser on the College of Policing’s Intelligence Professionalisation Programme, he was deployed on the Government’s working group on the Western Balkans Serious Organised Crime strategy. An international liaison officer, he is an international airline certified extradition officer, plus National Financial Investigator qualified. He is currently writing his ‘Community Intelligence-Led Policing Methodology’ including the octahedron pyramid, a transtheoretical approach, and an inverted strategy thesis.