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Abstract

Police report writing is a critical yet time-intensive task that can detract from community engagement. Generative AI (genAI) tools, such as Axon’s Draft One, present an opportunity to enhance efficiency and accuracy in report writing by synthesizing data from body-worn cameras and officer notes into draft reports. This study explores the benefits and challenges of integrating genAI in police workflows through interviews with officers from the Oklahoma City Police Department (OCPD). Findings indicate that genAI improves report quality and reduces administrative time, allowing officers to prioritize public engagement. However, challenges persist, including ethical concerns, policy restrictions, and the risk of over-reliance on AI at the expense of traditional skills. Officers expressed cautious optimism, emphasizing the need for robust training, human oversight, and bias mitigation strategies. This study provides actionable insights for law enforcement agencies considering genAI adoption, balancing operational efficiency with ethical considerations in modern policing.

Keywords

Generative AI police report writing law enforcement technology body-worn cameras administrative efficiency community policing ethical considerations technology adoption

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References

Althubaiti

(2016) Information bias in health research: definition, pitfalls, and adjustment methods. Journal of Multidisciplinary Healthcare 211: 211–217. DOI: 10.2147/JMDH.S104807.

Archibald

Ambagtsheer

Casey

, et al. (2019) Using zoom videoconferencing for qualitative data collection: perceptions and experiences of researchers and participants. International Journal of Qualitative Methods 18: 1609406919874596. DOI: 10.1177/1609406919874596.

Babbie

(2011) The Basics of Social Research. 5th edition. Wadsworth / Cengage Learning.

Brinkmann

Kvale

(2015) InterViews: Learning the Craft of Qualitative Research Interviewing. 3rd edition. Sage.

Charmaz

(2014) Constructing Grounded Theory. 2nd ed. Sage.

Creswell

(2019) Educational Research: Planning, Conducting, and Evaluating Quantitative and Qualitative Research. 6th edition. Pearson.

Creswell

Plano Clark

(2018) Designing and Conducting Mixed Methods Research. 3rd ed. Sage.

Delgado

Stefancic

Harris

(2017) Critical Race Theory: An Introduction. 3rd edition. New York University Press.

Draft One—Axon (2025) Axon draft one. https://www.axon.com/products/draft-one

10.

Elkins

(2025) Using AI to write police reports. The Community Policing Dispatch 18(1). Available at: https://cops.usdoj.gov/html/dispatch/01-2025/ai_reports.html.

11.

Escamilla

Reichert

(2019) ICJIA | Illinois criminal justice information authority. https://icjia.illinois.gov/researchhub/articles/an-overview-of-police-technology-adoption-and-efficacy

12.

Gray

Wong-Wylie

Rempel

, et al. (2020) Expanding qualitative research interviewing strategies: zoom video communications. Qualitative Report. DOI: 10.46743/2160-3715/20204212.

13.

Hamilton

(2019) The biased algorithm: evidence of disparate impact on hispanics. American Criminal Law Review 56(4): 1553–1557.

14.

Humphreys

Lewis

Sender

, et al. (2021) Integrating qualitative methods and open science: five principles for more trustworthy research. Journal of Communication 71: 855–874 DOI: 10.1093/joc/jqab026.

15.

Hung

T-W

Yen

C-P

(2023) Predictive policing and algorithmic fairness. Synthese 201(6): 206. DOI: 10.1007/s11229-023-04189-0.

16.

Hutchins

(2006) Cognition in the Wild (8. Pr). MIT Press.

17.

Ivankova

(2015) Mixed methods applications in action research: from methods to community action Mixed Methods Applications in Action Research: From Methods to Community Action. 1st ed. Sage Publications, 218–257.

18.

Kirk

Miller

(2005) Reliability and Validity in Qualitative Research (Nachdr.). Sage.

19.

Meadows

Wright

(2011) Thinking in Systems: A Primer (Nachdr.). Chelsea Green Pub.

20.

Mertler

(2020) Action Research: Improving Schools and Empowering Educators. 6th ed. Sage.

21.

Morse

(ed) (1994) Critical Issues in Qualitative Research Methods. Sage Publications.

22.

Murphy

O’Brien

(2024) Police officers are starting to use AI to write crime reports. Will they hold up in court? Associated Press. https://apnews.com/article/ai-writes-police-reports-axon-body-cameras-chatgpt-a24d1502b53faae4be0dac069243f418

23.

Rauenzahn

Chung

Kaufman

(2021) Facing bias in facial recognition technology. The Regulatory Review. https://www.theregreview.org/2021/03/20/saturday-seminar-facing-bias-in-facial-recognition-technology/

24.

Rogers

(2003) Diffusion of Innovations. 5th ed. Free Press.

25.

Stanley

(2024) Police Departments Shouldn’t Allow Officers to Use AI to Draft Police Reports. ACLU White Paper on Police Departments’ Use of AI to Draft Police Reports. https://www.aclu.org/documents/aclu-on-police-departments-use-of-ai-to-draft-police-reports

26.

Strom

(2016) Research on the Impact of Technology on Policing Strategy in the 21st Century, Final Report (251140). National Criminal Justice Reference Service. https://www.lexipol.com/wp-content/uploads/2024/05/251140.pdf

27.

Tassone

(2024) TRULEO | blog | benefits of using responsible and ethical AI to write police report narratives. https://truleo.co/blog/benefits-of-using-responsible-and-ethical-ai-to-write-police-report-narratives

28.

Warr

Oster

Isaac

(2023) Implicit bias in large language models: experimental proof and implications for education. Social Science Research Network. DOI: 10.2139/ssrn.4625078.

29.

Monas

(2020) Recreating the scene: an investigation of police report writing. Journal of Technical Writing and Communication 50(1): 35–55. DOI: 10.1177/0047281618812441.

Transforming police reporting with generative AI: Insights from the Oklahoma City Police Department

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