Technology & Research

Technical research, white papers, and NIJ standards for electronic monitoring systems

Circuit board technology macro — editorial featured image for GPS ankle bracelet NIJ market survey analysis
AI in Criminal Justice

GPS Ankle Bracelet Guide: Insights From NIJ’s 16-Device Market Survey

The NIJ-funded Market Survey of Location-Based Offender Tracking Technologies (JHU/APL, 2016) remains the most cited government-sponsored cross-vendor snapshot of GPS ankle bracelet-class hardware. This independent review translates Tables 2–3 and Figures 1–17 into seven procurement lessons for 2026 electronic monitoring and offender tracking system modernization.

· 10 min read
Smartphone supervision application used in community corrections programs
AI in Criminal Justice

Smartphone Apps for Community Supervision: APPA Technology Review and Industry Assessment

The American Probation and Parole Association’s 2020 technology committee paper remains a benchmark for how agencies evaluate smartphone monitoring for community supervision. This independent assessment translates APPA’s BYOD versus corporate-owned analysis, identity-verification architectures, behavioral-support capabilities, and legal risk factors into procurement-ready language for 2026.

· 9 min read
Cybersecurity vulnerabilities and BYOD risks in electronic monitoring devices
AI in Criminal Justice

BYOD Risks in Electronic Monitoring: 7 Security Vulnerabilities Agencies Must Address

Smartphone-based supervision under bring-your-own-device (BYOD) models is spreading as agencies seek lower per-client hardware costs. The American Probation and Parole Association (APPA) Technology Committee’s vendor-neutral white paper analysis flags seven structural weaknesses—from power and radio control to spoofing, biometrics, sleep-hour gaps, and exclusion-zone timing—that procurement teams must weigh against offender risk tiers.

· 7 min read
Global electronic tagging conference and international monitoring policy review
AI in Criminal Justice

Electronic Tagging in 2026: Global Review of GPS Ankle Monitor Technology and Policy

Electronic tagging is the umbrella term courts and ministries use from London to Sydney for radio-frequency curfew tags, GPS ankle monitors, and hybrid supervision hardware. This 2026 industry review maps UK Ministry of Justice contracting patterns, continental European adoption, Australasian programmes, and US electronic monitoring as a comparator—then traces cellular generations, one-piece device economics, and the legislation pushing procurement toward measurable reliability.

· 10 min read
Electronic monitoring equipment vendor roadmap and product development
AI in Criminal Justice

SCRAM Systems 2026 Product Roadmap: CAM Connect and Connected Supervision — What It Means for Electronic Monitoring

At its January 2026 product event, SCRAM Systems outlined a roadmap centered on SCRAM CAM Connect—positioned as the smallest continuous alcohol monitoring technology in its class—with Wi-Fi at launch and planned cellular and GPS capabilities later in the year. This independent analysis places those announcements in the wider shift toward connected supervision ecosystems across electronic monitoring.

· 8 min read
Electronic monitoring officer training
AI in Criminal Justice

Electronic Monitoring Programs Struggle Without Officer Training — 5 Strategies That Work

Agencies routinely fund ankle monitors and dashboards but under-invest in electronic monitoring training for line officers and analysts. This analysis maps the operational failure modes—alert fatigue, battery blind spots, geofence misreads, and tamper escalations—and outlines five evidence-informed strategies counties and vendors are using to professionalize supervision.

· 9 min read
SCRAM systems 2026 product roadmap
Technology & Research

SCRAM Systems 2026 Product Roadmap: Connected Supervision and the Future of GPS Ankle Monitor Technology

SCRAM Systems has outlined a 2026 product roadmap that foregrounds SCRAM CAM Connect, phased connectivity (Wi-Fi first, cellular and GPS capabilities later), and a connected approach to supervision spanning devices, mobile tools, and data-driven solutions. Here is an independent read of what that signals for GPS ankle monitor and electronic monitoring programs.

· 11 min read