Police to Roll Out AI-Powered Smart CCTV Upgrade in Kampala as Crime Pattern Shifts Toward Digital-Organized Syndicates
Kampala, Uganda
The Uganda Police Force is preparing to roll out a major upgrade to its Kampala CCTV network, introducing AI-enhanced analytics capable of pattern detection, vehicle trajectory tracing, facial de-blurring, and real-time emergency dispatch optimization.
The upgrade, expected to be piloted in Makindye, Kawempe, and Nakawa, follows rising reports of hybrid crime β robberies and fraud coordinated through encrypted messaging, SIM-box setups, and digital wallets.
Senior security officials say the new AI-powered system will help track multi-district criminal networks that have become more sophisticated and mobile over the last year.

The initiative is also designed to reduce emergency response time in high-density urban zones, particularly during peak hours.
Critics, however, caution that without strong data protection safeguards, the system risks privacy violations. Others warn that AI policing may βamplify existing biasesβ unless properly audited.
Why It Matters:
AI policing marks a major shift in Ugandaβs security landscape.
Could significantly reduce organized theft and violent crime.
Raises new debates on data privacy and civil rights.
What to Watch:
Parliamentary debate on data-governance legislation.
Public reaction, especially from digital rights groups.
Whether the pilot succeeds and expands nationwide.


