State prison systems across the United States are increasingly turning to digital technology and artificial intelligence to address the nation’s persistent recidivism challenge, where roughly 40% of released prisoners return to incarceration within three years. The fragmented nature of prisoner records—often stored in multiple paper files and outdated databases—has long hindered efforts to deliver consistent post-release support such as housing, employment, and treatment programs.
To tackle this problem, 19 state prison systems have partnered with Recidiviz, a San Francisco-based nonprofit that consolidates inmate data from disparate sources into unified digital dashboards. This approach allows corrections officials to access comprehensive information—including court records and parole hearing notes—in one place, improving their ability to manage re-entry services effectively.
Recidiviz reports that its system has contributed to a 16% decline in recidivism rates among the populations it monitors. Clementine Jacoby, the organization’s chief executive officer, attributed this improvement to the streamlined access to data and coordinated case management. While some criminal justice groups note a general downward trend in recidivism nationwide, much of the existing data is outdated, complicating a clear assessment of recent progress.
Experts emphasize that reducing recidivism is crucial not only for supporting individuals’ successful reintegration but also for alleviating overcrowded prisons and cutting the substantial public costs associated with reincarceration. In 2021, states spent approximately $8 billion to re-incarcerate 193,000 individuals. Leslie Cooley Dismukes, leader of North Carolina’s Department of Adult Correction, highlighted the importance of ensuring that people returning to communities have access to employment, housing, and necessary services.
One of the main barriers to such support is the disjointed nature of prisoner data, which typically does not accompany individuals as they transition from incarceration to community supervision. Case managers often must consult numerous paper and digital files spread across agencies to determine a person’s criminal history, health needs, housing status, and participation in educational or vocational programs.
The difficulty in accessing integrated data also affects attempts to accurately measure and track recidivism on a national level. The Council of State Governments Justice Center places the three-year recidivism rate at 28%, but notes that data reporting is inconsistent and incomplete across many states.
Vincent Schiraldi, a longtime corrections reform expert who has led departments in four states, suggests that modernizing record-keeping could help identify individuals at higher risk of reoffending and allocate support more effectively. He compares current systems to “grandfather’s data,” outdated and ill-suited for today’s needs.
Recidiviz operates in multiple states that span the political spectrum, including California, North Carolina, Missouri, Pennsylvania, and Texas. Its work is supported by philanthropic funding together with government resources. Some corrections officials report notable improvements; North Dakota’s Department of Corrections and Rehabilitation, for example, can now generate annual reports instantly instead of waiting several months.
Despite these advances, challenges remain. The sensitive nature of corrections data requires stringent security and compliance protocols, and frequent changes in state leadership can disrupt momentum. Moreover, understaffing in corrections agencies complicates efforts to implement new technologies and manage re-entry programs effectively. North Carolina, with nearly half of its correctional officer positions vacant, is working with Recidiviz to reduce administrative burdens and enhance public safety outcomes.
Recidiviz recently launched a tool designed to connect case managers with local and national resources to assist formerly incarcerated individuals in finding housing, jobs, and social services. Looking ahead, Jacoby hopes the focus will expand beyond recidivism rates to include positive “success metrics,” such as the percentage of people who secure stable housing or employment with benefits within 90 days of release.
Initiatives like Reentry 2030, which North Carolina has joined alongside seven other states, aim to lower recidivism by 30% within the next decade, signaling a growing recognition that data-driven strategies may play a key role in addressing one of the nation’s most enduring criminal justice challenges.