The U.S. criminal justice system has quietly replaced steel bars with digital shackles. Private vendors now run surveillance-as-a-service programs where the “clients” are the people being monitored. What began as an alternative to incarceration has become a lucrative subscription model — punishment outsourced for profit. Learn more in our series Cashing In on Captivity.
You’re out, but not free. A black plastic cuff hums against your ankle — a reminder that freedom now comes with a monthly service plan.
Step outside your “geo-zone,” let the battery die, or hit a rural dead spot, and a silent alarm goes off somewhere in a sheriff’s office or private call center.
When you call the help line, a vendor representative — not a law-enforcement officer — tells you it’s “probably user error.”
This is the modern face of American punishment: the public duty of supervision outsourced to private companies whose shareholders expect growth.
Law enforcement is no longer a civic function; it’s a service contract, awarded to whoever promises the biggest savings and the smallest headlines.
“Freedom now comes with a monthly service plan.”
Electronic monitoring is no longer a sideline of probation. It’s an industry.Companies like BI Incorporated (owned by GEO Group), Attenti, and Satellite Tracking of Peoplehave turned GPS surveillance into a multibillion-dollar business.
In 2023, BI secured a $2.2 billion federal contract to monitor migrants under ICE’s Intensive Supervision Appearance Program. (Reuters)
The same hardware and software appear in probation and parole offices nationwide. The government pays the vendors; the vendors bill the people wearing the shackles.
Daily “user fees” average $5–$15, adding up to hundreds per month — more than many spend on food. A missed payment is a violation. The punishment becomes self-funding.
The Prison Policy Initiative estimates that hundreds of thousands of Americans now live under electronic supervision — more than triple a decade ago. Each one is a line item in someone’s quarterly earnings report.
Politicians love to say GPS monitoring “saves money.” It does — for the prison system. For the person wearing the monitor, it’s like being forced into a cell-phone contract that never ends and keeps raising its rates.
The GAO found that most monitoring programs are structured to shift costs to the individual while agencies tout “budget efficiency.” A 2021 Illinois audit found participants paying $300–$500 a month — often under contracts with minimum-device quotas.
The result is a perverse incentive: keep more people shackled to meet the contract’s quota.It’s not rehabilitation — it’s customer retention.
“This isn’t cost-cutting; it’s cost-laundering — the system keeping its balance sheets clean by charging the people it crushed.”
When people can’t pay, the consequences cascade: rent slips, utilities lapse, jobs disappear, desperation grows. Then come the “violations” for missed payments or curfew breaches, and the cycle restarts. This isn’t cost-cutting. It’s cost-laundering — a moral shell game that hides public failure behind private invoices.
The new frontier isn’t hardware — it’s data.Firms like Track Group, Calyx Intelligence, and Command Center 360 now pitch “behavioral analytics” that promise to predict recidivism or “risk escalation.” No one can explain how it works, and no independent study has ever validated the claims. (ACLU, 2023)
Still, governments buy it. It sounds futuristic, and more importantly, it sounds cheap.
These systems collect and store massive troves of GPS coordinates, device pings, and metadata — sometimes for years. Some vendors even reserve the right to sell “anonymized data” to “research partners.” (Euractiv, 2022)
“Freedom as a service. Data as collateral.”
The tech is brittle, but the consequences are real. A 2021 study in Criminology & Public Policy found that technical violations — not new crimes — cause over half of re-incarcerationsfor people on GPS monitoring. (Criminology & Public Policy, 2021)
False alerts, dead batteries, or cell dead zones all become “evidence” of noncompliance. Every glitch creates paperwork — and paperwork means billable hours.
People skip work to stay near outlets. Parents miss their kids’ games. A dropped signal becomes a police knock at the door. Officers shrug and say, “the computer flagged it.”
“The device doesn’t just record behavior — it defines it.”
GEO Group’s 2024 SEC filing calls BI Technologies’ community-supervision division a “growth engine with recurring revenue.” (SEC 10-K, 2024)
That’s not a justice system. That’s a subscription model with people as the product.The more fear you sell, the more budgets grow.
“If incarceration is the warehouse, electronic supervision is the franchise.”
For thousands under sex-offense supervision, there is no finish line. Federal law — 18 U.S.C. § 3583(k) — allows lifetime supervised releasefor certain non-violent offenses. State registries stack lifetime GPS monitoring on top of lifetime registration. (SMART Office, 2025)
Every “upgrade” in technology becomes another reason to extend oversight. “Smart” monitoring doesn’t reduce punishment; it institutionalizes it. The product sold as an alternative to prison became a portable version of one.
Once upon a time, the state claimed the monopoly on punishment because it was bound — however imperfectly — by public accountability. Now, punishment is subcontracted to corporations that answer to shareholders, not citizens.
Law enforcement is not supposed to be a lowest-bidder industry.But that’s exactly what it’s become — a market that profits from perpetual supervision, from fear dressed up as technology, from lives converted into line items.
Every ping, every payment, every false alarm is revenue. And every year, the contract renews.
“The ankle monitor doesn’t just track people — it tracks the moral decline of a nation that found a way to privatize even its conscience.”
- Reuters — ICE Contract Extension, 2023
- Prison Policy Initiative — Mass Supervision Report, 2022
- GAO Report 22-104707 — Federal Cost-Shift Analysis
- Illinois Auditor General — Electronic Monitoring Audit, 2021
- ACLU Report — Predictive Policing and Criminal Justice Technology, 2023
- Euractiv — Location Data Brokers Fail to Protect Sensitive Information, 2022
- Criminology & Public Policy — Technical Violations Study, 2021
- SEC 10-K — GEO Group Filing, 2024
- SMART Office — SORNA Implementation Status, 2025