Axon Draft One AI police report system lacks transparency mechanisms
Axon Enterprise's Draft One system automatically generates police reports from body-camera audio using AI, but reportedly lacks transparency mechanisms that would allow auditing or identification of AI-generated content in reports. An Electronic Frontier Foundation investigation found the system was deliberately designed to prevent such audits, raising accountability concerns in the criminal justice system.
What happened
Axon Enterprise developed Draft One, a generative AI product that automatically writes police reports based on audio from officers' body-worn cameras using a ChatGPT variant.
An Electronic Frontier Foundation investigation found that the system is deliberately designed to prevent auditing. It is often impossible to tell which parts of a police report were generated by AI and which parts were written by an officer, and the product itself does not allow agencies to isolate reports containing AI-generated narratives.
Reported impact
The lack of transparency undermines accountability in the criminal justice system and prevents meaningful audit of Draft One usage by police chiefs, researchers, or the public.
In jurisdictions like California, police narrative reports are already exempt from public disclosure, while the technical design of Draft One compounds these barriers by providing no way to identify which reports contain AI-generated content.
Index analysis
The system uses bracketed placeholders that officers are encouraged to add to or delete from, which can obscure the AI's role in generating report text.
Axon's user manuals do not provide clear documentation of logs or settings that would enable external parties to determine how and when the AI was used in individual reports.
Governance controls
Police agencies can voluntarily institute measures to make AI-generated reports searchable by keyword, but no mandatory disclosure mechanism exists.
The system settings for Draft One contain multiple levers that police administrators can adjust to change how and when officers use the software, but no public oversight of these settings has been established.
Classification
Sources and evidence
This record was researched and written by the Index, based on the following original reporting.