What a Statewide Technology Failure Taught Me About Corrections Technology

Early in my tenure as Chief of Staff at Maryland's Department of Juvenile Services, I found myself in the middle of every executive's worst-case scenario: a statewide technology failure that left nearly 200 youth unmonitored in the community. What happened next taught me more about the corrections technology market than any conference or certification ever could.

The Setup

Our agency used GPS ankle monitoring to track high-risk youth who were court-ordered to remain in the community under electronic surveillance. The system was critical. It was not a convenience tool or a nice-to-have feature. It was the mechanism that allowed us to know, in real time, where these young people were at any given moment. Law enforcement relied on our GPS data. Courts relied on it. Families relied on it. The public's safety depended on it working.

Our existing GPS vendor had been a strong and reliable partner for years. Their help desk operated around the clock. When our Electronic Monitoring unit called at 3:00 a.m. with an issue, someone answered. When law enforcement or attorneys requested GPS records, the vendor delivered them within 24 hours, often faster, in whatever format we needed. When equipment got damaged (whether it was accidental or intentional) replacement units were shipped and received within a day or two. The vendor also provided all of our staff training and would return to conduct additional sessions any time we brought on new employees.

It was the kind of vendor relationship that helped corrections leadership and staff sleep easier at night.

The Breaking Point

When the GPS contract came up for renewal, state procurement rules required us to issue a new Request for Proposal. Our existing vendor submitted a bid alongside several competitors. The evaluation process was conducted by blind review, meaning the evaluators assessed the technology on its merits without knowing which company submitted which proposal.

Our existing vendor scored the highest marks for technology quality. But another company submitted a bid that was drastically lower than everyone else. The gap between their price and the rest of the field raised serious questions about whether their pricing was realistic or sustainable. Under state procurement rules, my agency was required to award the contract to the lowest qualified bidder. We had no choice. Despite our strong preference for the incumbent vendor, we signed with the new company.

The new vendor shipped their equipment, and our Electronic Monitoring team went to work. In an impressive feat of logistics, the team installed new GPS devices on nearly 200 youth across the entire state in approximately 48 hours. They traveled to homes, schools, and community centers in every corner of Maryland to make the swap.

Then, disaster struck. Within 24 hours of activation, roughly 80% of the new units failed. Our electronic monitoring program went dark.

The Crisis

Let me put that in perspective. We had approximately 160 high-risk youth in the community, many of them under court order, and we could not see where any of them were. The agency was completely blind. The Electronic Monitoring unit manager called me in a state of urgency, and I immediately understood the severity of what we were facing.

The Director was overseas at the time, which meant I was the senior executive running the agency. I made two calls. The first was to the Governor's office to apprise them of the situation. The second was to convene an emergency executive meeting to determine next steps.

The decision was straightforward but logistically daunting: remove all of the new vendor's equipment from every youth in the state and replace them with the old GPS devices, which we had thankfully not yet returned. Our Electronic Monitoring manager reached out to the previous vendor, explained the emergency, and asked if they could reactivate their units immediately.

Without hesitation, they did.

Over the next three days, our team reversed the entire installation, swapping nearly 200 units a second time. We terminated the contract with the new vendor, and the vendor was ultimately excluded from future procurement opportunities with our agency. My agency then initiated a rebid process. When the dust settled, our original vendor won the second procurement on both quality and price. The crisis was resolved, and fortunately, none of the youth got into trouble during the gap in coverage.

What This Means for Technology Companies

If you are a technology company looking to sell into the corrections market, this story should matter to you for several reasons.

First, understand what "mission-critical" actually means in corrections. This is not an enterprise software deployment where a failed rollout means employees use the old system for another quarter. In corrections, a technology failure can mean that a court-ordered youth disappears from monitoring, that a public safety obligation goes unmet, or that an agency executive has to call the Governor's office to explain why the state cannot track high-risk youth in the community. The stakes are fundamentally different from the private sector, and your product, your support infrastructure, and your deployment plan need to reflect that.

Second, price is not everything, but procurement rules can make it feel that way. Whether it is federal, state, or local government, most procurement processes were originally designed for construction projects. The basic process to build a road, bridge, or school has remained largely the same for generations, and for good reason: when the work itself is standardized, the only meaningful differentiator between vendors is price. The problem is that technology is not standardized. A GPS monitoring platform is not a road. But the procurement rules often treat it the same way, which results in a process that strongly favors the lowest bidder.

As a result, government agencies are often forced to accept the lowest qualified bid, even when agency leaders have a strong preference for a more expensive option. If you are competing on price alone, understand that you are putting yourself in a position where the agency may be forced to work with you even if they have reservations. That is not a foundation for a successful partnership. The companies that win long-term in corrections are the ones that compete on quality and build relationships that survive the procurement cycle.

Third, responsiveness is not a feature. It is the product. The reason our original vendor earned such deep loyalty was not because their GPS technology was revolutionary. It was because they showed up. Every time. At 3:00 a.m., on holidays, with same-day equipment replacements, with records delivered in whatever format we needed. In corrections, your support model is as important as your technology. If your help desk closes at 5:00 p.m. on a Friday, you are not ready for this market.

Fourth, relationships survive procurement cycles. Our original vendor lost the contract through no fault of their own. But when we needed them in a crisis, they reactivated their entire system without hesitation. That decision was not just good business. It was a demonstration of the kind of partnership that corrections agencies remember. When the rebid happened, there was no question about who would win. Build that kind of trust, and the market will come back to you.

The Bigger Lesson

"Corrections agencies know they need technology. The real question is whether your technology knows corrections."

The vendor whose equipment failed was not necessarily a bad company. But they focused on submitting a low bid at the expense of building a high-trust relationship with our agency. After their technology failed in less than 24 hours, it was clear that their GPS system was not battle-tested for a corrections environment. More importantly, the vendor had not built the infrastructure and response systems needed to manage a crisis when one inevitably occurred. They played the procurement game and earned a temporary win when they were awarded the contract. But they paid the ultimate price when their technology failed and they lost all credibility with our agency. Once the vendor was excluded from future procurements, their opportunity to work in our state was gone.

The original vendor succeeded because they understood that corrections agencies operate around the clock and that the margin of error for a 24/7 surveillance operation is near zero. They had taken the time to learn how corrections actually works and what the stakes look like when something goes wrong. They built technology and supporting systems designed to maintain trust and keep corrections staff and communities safe.