By: Daniela Imig, Project Manager & Implementation Specialist, equivant Pretrial
Daniela Imig is a seasoned pretrial practitioner with more than 17 years of experience developing and implementing criminal justice and behavioral health programs across Wisconsin and Minnesota. She has led pretrial operations, managed resources and staff, and collaborated closely with system partners.
Pretrial and community supervision officers face one of the most demanding roles in the justice system. With nearly 3.8 million adults under community supervision (probation, parole, and pretrial) in the U.S. as of 2023, officers must manage large caseloads, reduce failure-to-appear rates, and make high-stakes decisions, all while supporting their clients through the pretrial process. Understaffing, excessive caseloads, and burnout have driven high turnover rates across the profession.
Technology is no longer optional. The question is how to implement best implement, so below are 5 ways technology is making a difference in our industry:
Unified Case Management System:
Rather than juggling disconnected tools, officers can manage case events, scheduling, drug testing, and reminders from a single platform, configurable to each agency’s specific workflows and dashboards.
Evidence-Based Risk Assessments:
Validated tools evaluate a defendant’s criminal history and offense severity to produce structured recommendations for judicial officers. When used consistently, research shows these tools can reduce racial disparities in pretrial detention while enabling more defendants to be safely released. Importantly, these assessments are designed to inform (not replace) judicial discretion.
AI-Assisted Decision Support:
AI can analyze large datasets quickly, improve consistency, and reduce individual scoring bias. But transparency and accountability matter: equivant’s platform ensures users can see how any pretrial score was calculated, and reinforces that assessments are tools to support decisions, not make them.
Automated Reminders:
Automated court date reminders via text, email, or phone reduce failure-to-appear rates without adding more tasks to your workload.
Data Security:
Justice data is among the most sensitive there is. equivant meets federal CJIS standards and pursues third-party certifications like SOC 2 Type 2 and ISO 27001, giving agencies confidence that their data, and their clients’ civil liberties, are protected.
Technology won’t solve every challenge facing pretrial and supervision agencies. But the right platform (built by practitioners, grounded in research, and backed by strong implementation support) is a powerful force multiplier. equivant Supervision and Pretrial represent what justice technology looks like when it’s done right: efficient, equitable, and built for the real world. To request a demo or start a conversation, please contact us.
