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Bluffton, South Carolina, Uses AI to Check Police Plate Searches. Can It Catch Misuse?

A police department can require officers to explain why they search a license plate database. But who watches to see whether one officer keeps looking up the same vehicle for an unrelated reason? In Bluffton, South Carolina, the police have added software intended to flag suspicious searching.

Chief Joe Babkiewicz described the new monitoring approach to the town’s Law Enforcement Citizens Advisory Committee in September 2026. As The Island Packet reported in a September 14 account, the system alerts the chief and a professional standards captain when the same license plate is searched three or more times.

Bluffton is not removing its Flock Safety cameras. It is trying to demonstrate that investigators can use them for serious police work without allowing private curiosity or personal disputes to turn into unauthorized database searches.

What does the new monitoring system actually do?

Bluffton’s Flock cameras record vehicle plates and descriptive information from passing traffic. Authorized officers can search the records to look for a vehicle connected to an investigation. The new monitoring system examines the searches that officers make, rather than replacing the cameras that collect the vehicle information.

According to WJCL’s September coverage, Babkiewicz said an alert is triggered if a plate is searched at least three times. That alert goes to supervisors, who can ask what case justified the repeated activity. The chief reported no detected misuse under the new system at that point.

Three searches might be entirely legitimate. Detectives could search for the same vehicle more than once while following a robbery case or trying to find someone who is missing. The computer’s job is to draw attention to a pattern, not decide whether an officer acted improperly.

There is also an important limitation. An officer who searches a plate once for an improper reason may not trip a repeated search alert. No algorithm can substitute for supervisors checking cases, logs and actual explanations. The absence of an automatic alert does not prove every search was lawful.

How much vehicle information does Bluffton collect?

Bluffton’s public numbers offer an unusual glimpse into the scale of the system. An October 27 report by The Island Packet examined the town’s Flock transparency portal. At that snapshot, the police department showed 163 cameras overall, of which 26 were classified as automated license plate readers.

Those numbers are different for a reason. The larger number is the department’s camera inventory as shown in the portal, not a count of 163 devices constantly reading vehicle plates. Reporting all 163 as license plate readers would exaggerate the program.

The October portal snapshot listed 312,887 unique vehicle detections during the preceding 30 days, and 2,390 detections involving vehicles listed in alert databases. Those are system events, not 2,390 arrests, convictions or even necessarily separate criminal incidents.

A flagged vehicle might be associated with a stolen vehicle report, wanted person or another alert. Officers still have to check that the license plate is accurate and the underlying alert is relevant before acting. Simply appearing on a list is not proof of wrongdoing by whoever is currently driving.

The number of database searches tells a different story. The October 27 snapshot reported 34 officer searches over the prior 30 days. In September, an earlier report gave 76 searches in its own rolling 30 day window. Those figures cover different periods and should not be compared as if they measured a permanent decrease caused by the new monitoring software.

Can residents actually inspect the police searches?

The department offers a public Flock transparency portal that describes storage periods, camera counts, alerts, permitted uses and sharing arrangements. The October account said the portal also provided a downloadable history of searches and their listed investigative purposes.

That is more useful than simply telling residents that a system is secure. Members of the public can ask whether police mostly use it for reported thefts, missing people, violent offenses or other categories, and whether outside agencies have access.

There are limits to a public portal as well. It may not show confidential investigative details, it may display changing rolling totals, and publication of a log does not independently establish that each stated reason was accurate. Supervisors and the citizens committee still have a job to do.

According to the October report, Bluffton’s ordinary plate data was kept for 30 days and recorded access events were retained longer. Its stated restrictions prohibit personal searches, immigration enforcement and harassment. The department says the system does not use facial recognition.

Why is Bluffton taking these extra steps?

The department faced significant criticism during 2026, including questions about misuse in other jurisdictions. In July, WJCL reported that Bluffton police defended the cameras as tools for stolen vehicles, missing people and criminal investigations. The chief emphasized that officers had to document their searches.

Six cameras were vandalized during July, according to September reporting. That physical damage is evidence of local controversy, but it is not evidence that officers themselves misused the system. Those are separate questions.

Bluffton also has a citizens advisory committee that reviews police use and audits. Independent observers may not agree with the department about whether any license plate camera program should exist, but a committee with access to useful records provides another place to ask difficult questions.

Police officials say the equipment helps investigators respond to crimes and locate people who are in danger. Privacy advocates worry that large databases of ordinary vehicle sightings can be misused or shared too widely. The oversight measures are an attempt to address the second concern while keeping the first benefit.

What would show whether the safeguards work?

An effective report would distinguish how many searches were made, how many unusual patterns were flagged, how many were investigated, and whether any proved improper. It would also explain who reviewed the findings and whether outside data sharing matched written policy.

Bluffton’s approach is more demanding than simply recording a search log and never opening it. But it remains a department program, not proof that software has solved the problem of misuse.

Compare it with our Detroit report about a police commissioner’s difficulty obtaining license plate search audits. Both stories involve the same core question: after a police officer looks up a driver’s movements, who can check that the search was legitimate? Bluffton is trying an automated prompt for that review. Its success will depend on what humans do next.

Sources

The Island Packet via Officer, September 14, 2026: monitoring system and committee reporting; WJCL, September 2026: chief and advisory committee explanations; The Island Packet, October 27, 2026: transparency portal figures and search categories; WJCL, July 15, 2026: police explanation of the camera program; Bluffton Police Flock transparency portal, live figures subject to change.

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