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High-Tech Policing — And the Case Backlog It Created

ROBERT SPIN MUKASABy ROBERT SPIN MUKASAApril 1, 2026No Comments3 Mins Read
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CID Boss Tom Magambo.
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KAMPALA — If there is one thread running through Uganda’s latest crime report, it is this: policing is becoming more scientific.

Forensic analysis, data systems, and intelligence networks are no longer peripheral tools. They are now central to how crimes are investigated and solved. But as reliance on these tools grows, so too does a new kind of pressure.

Between 2019 and 2025, forensic requests surged by 180 percent, rising from 1,135 to 3,178. It is a sign of a system shifting toward evidence-based policing, where cases are built not just on testimony, but on data.

Yet this progress has come with consequences.

The backlog of forensic cases has climbed sharply, reaching 6,216 in 2025. In simple terms, more evidence is being collected than the system can process. The result is a new bottleneck, one that slows investigations and delays justice.

This is what experts often describe as a “modernisation trap.” As institutions become more sophisticated, they generate new demands that outstrip existing capacity.

At the operational level, the shift is already visible.

The report highlights a growing reliance on intelligence-led policing, where data is used to map and disrupt criminal networks rather than simply respond to individual incidents. One example stands out: ballistic analysis linking 31 firearms to 88 robbery and murder cases, a 41 percent increase in forensic linkages.

This is not just a technical achievement. It signals a deeper transformation.

Policing is moving away from isolated casework toward a networked approach, where patterns, connections, and systems matter as much as individual crimes. It is the kind of shift seen in more advanced law enforcement systems globally.

But it also raises new questions.

Technology, while powerful, is not a substitute for capacity. Forensics requires skilled personnel, equipment, and time. Without investment in these areas, the very tools designed to improve justice can end up slowing it down.

The same tension is visible in Uganda’s broader digital transformation.

Systems like CCTV networks and data platforms such as CITRAS are pushing policing from reactive responses toward proactive monitoring. Collaboration between agencies, police, judiciary, intelligence services, and even international partners is becoming more integrated.

On paper, this is progress.

In practice, it demands coordination at a scale that institutions are still learning to manage.

The report suggests that Uganda is entering a new phase, one where the challenge is no longer simply reducing crime, but managing complexity. Case flows, evidence pipelines, and inter-agency cooperation are now as important as arrests.

“The system is transitioning toward evidence-based policing,” the report notes, even as it acknowledges the strain this transition is creating.

The implications are far-reaching.

Without expanded forensic infrastructure, increased funding, and better integration across the justice system, delays will persist. And in a system increasingly reliant on evidence, delays in processing can mean delays in justice itself.

What emerges is a paradox.

Technology is making policing smarter. But unless capacity keeps up, it may also make the system slower.

Uganda’s crime report does not describe a system in crisis. It describes one in transition, caught between old constraints and new possibilities, where progress is real, but incomplete.

 

 

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ROBERT SPIN MUKASA

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    High-Tech Policing — And the Case Backlog It Created

    By ROBERT SPIN MUKASAApril 1, 20260

    Uganda is embracing data-driven policing and forensic science—but rising demand for evidence processing is creating new delays, exposing a system struggling to keep up with its own modernization.

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