Artificial intelligence (AI) is making its way into corrections through office software, video platforms, communications monitoring tools, data systems, training aids and case management systems. The question is not whether AI will affect correctional operations. The question is how it can be used responsibly without compromising safety, privacy, security or accountability.
Technology has limitations in corrections. Cameras cannot replace rounds, and alarms cannot replace awareness. AI must be subject to the same understanding. It may help, but it should not become the core of operations.
Researchers describe AI systems as potential digital assistants that help people in the criminal justice system receive data when, where and how they need it. That is the appropriate role for AI in corrections: an assistant.
Where AI fits
AI fits best when it helps staff manage information, identify issues for review and improve consistency.
Correctional officers working in control centers can use AI to monitor multiple video feeds by flagging unusual movement, overcrowding, falls, fights, blocked doors, unauthorized entry and possible contraband. AI can also assist with shift logs by recording major events and alerting officers to required procedures. Nevertheless, AI cannot replace an officer. It may flag an issue, but an officer must determine whether there is an actual problem and what action should be taken.
For case managers, AI may help organize reports, summarize available case histories, identify missing information and suggest potentially appropriate programs for an inmate. AI software can analyze documented needs, educational background, previous program participation, disciplinary history and release goals. This can be helpful, but the case manager — not AI — must make the recommendation.
Where AI does not belong
AI should not be the final decision-maker in matters involving custody, discipline, use of force, classification, release planning, programming requirements, security threats or sensitive investigations. These decisions require context. AI can process information almost immediately, but it cannot provide the judgment necessary to make sound decisions.
For example, AI may recognize suspicious phrases during a phone call, but flagged language does not prove that a threat has been made. AI may track people’s movements through camera footage, but that does not establish that wrongdoing occurred. AI may compile an inmate’s history, but that does not guarantee that its conclusions are correct. It may also compile incident reports and produce a summary, but summarizing those reports is not the same as determining whether a use of force was justified.
The same principle applies to reports and logs. If a rough note says, “The resident says he was late because of work,” AI should not turn that into, “The resident admitted violating the schedule.” Likewise, AI should not fill gaps in an incomplete shift log with information that is not documented. An alert generated from camera footage should not be treated as evidence without further investigation.
AI can raise a question. A trained professional must answer it.
Governance, privacy and culture
Correctional agencies handle highly sensitive information every day, including inmate records, resident movements, health information, Prison Rape Elimination Act-related materials, victim information, investigative records, staff disciplinary matters and other confidential departmental records. This information must not be entered into AI systems carelessly.
Staff should use only department-approved tools and only for authorized purposes. This applies even to familiar software such as Outlook, PowerPoint, Microsoft Word and Excel. Staff must understand what types of information may be entered into each system and how that information will be stored, processed and protected.
Leaders should clearly explain which tasks AI may assist with and which responsibilities must remain with humans. Staff should approach AI-generated results with caution. AI can lack important context, produce inaccurate information and still present its conclusions in polished, convincing language.
What correctional leaders need to know
| • | AI should assist correctional staff, not replace them. |
| • | AI can support control center personnel with camera monitoring, shift-log review and inmate-call triage. |
| • | AI can help case managers compile case notes and review documented needs. |
| • | AI should never be the final decision-maker in custody, discipline, use of force, classification, release planning, programming or security decisions. |
| • | Staff must verify AI-generated results, protect confidential information and follow department policies. |
| • | Agencies must establish clear policies governing approved tools, privacy, security, evaluation and human oversight. |
Conclusion
Using AI in corrections is appropriate only when the technology is properly governed. It can help correctional staff maintain records, identify patterns and manage their workloads. It cannot replace observation, professional experience, ethics, policy or accountability.
The growth of AI in corrections should be approached with neither fear nor blind enthusiasm. Its use should be grounded in clear rules, trained staff, appropriate safeguards and human judgment.
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