Analysis — June 9, 2026 Council Presentation

Apex Police Want Credit.
They Haven't Shown Their Work.

APD's presentation to Town Council claims ALPR is already reducing crime and making the community safer. That may be true. But the presentation offers no evidence that it is. Here is what was claimed, what was missing, and what Council should ask.

DeFlock Apex · Published June 6, 2026 · Based on APD's Council presentation (PDF)

This analysis is not an argument that every claim APD makes about ALPR is false. It is an argument that APD has not provided sufficient evidence for the public or Council to independently verify whether those claims are true.

There is a difference between a department that has data and a department that shares it. APD's June 9 presentation falls into the second category. The claims are confident. The evidence is absent.

Finding 1: APD claims ALPR is reducing crime—with no data to back it up

What the presentation says
Direct quote from APD presentation
“ALPR program is already reducing crime, increasing apprehensions/prosecutions, deterring criminal actors and making our community safer and more secure.”

This is the most significant claim in the presentation. It is also the least supported. The presentation provides:

No crime trend analysis
No before/after comparison
No methodology
No control comparison
No statistical evidence
No external research citation
The presentation demonstrates APD's belief that ALPR reduces crime. It does not demonstrate that the claim is true. Belief and evidence are not the same thing.

Finding 2: Anecdotes are presented as evidence

What the presentation includes

The presentation highlights multiple success stories: an ATM jackpotting investigation, burglary suspects, fentanyl trafficking, wanted felons, auto theft rings, and organized retail theft. These are presented to demonstrate the program's value.

For each of these cases, the presentation provides:

No incident numbers
No arrest report numbers
No case references
No court outcomes
No prosecution results
No independent verification
None of these examples can be independently verified by a resident or Council member. Selected success stories, without case numbers or verifiable outcomes, are not evidence of program effectiveness. They are marketing.

Finding 3: Messaging is doing the work of evidence

A pattern worth noting

The phrase "suspects not from Apex" appears repeatedly throughout the examples section of the presentation. In each case, the origin of the suspect is not necessary to explain how ALPR functioned in the investigation.

The repetition of this phrase does one thing: it reinforces a narrative that Apex's crime is primarily imported from outside the town. Council and residents should ask why this language appears so consistently, and whether it is doing explanatory work or persuasive work.

Evidence explains what happened. Messaging frames how you should feel about it. This presentation leans heavily on the second.

Finding 4: The system is a searchable vehicle movement database

What the presentation acknowledges

The presentation states that the ALPR system stores images for 30 days and creates a searchable database. Officers can search by:

License plate number
Vehicle make, model, and color
Camera location
Timeframe

This disclosure is accurate and appropriate. Residents should understand what it means.

This is not a simple camera system that records and deletes. It is a searchable law-enforcement database of vehicle movements. A resident who drives past an Apex camera has their plate, vehicle description, location, direction, and timestamp stored and searchable for 30 days. That is a meaningful thing to understand before deciding whether the program is worth having.

Finding 5: Federal sharing remains unresolved

What the presentation states

The presentation acknowledges that federal agencies have been excluded from the sharing network and that two prior federal sharing relationships were discovered and removed.

This is a disclosure, not a resolution. The public has not received documentation showing:

When the federal sharing occurred
Who approved it
How it was discovered
What data was accessed, if any
What controls now prevent recurrence
Whether any audit confirmed the removal
Saying it was fixed is not the same as showing it was fixed. The Chief told Council in January 2026 that there was no federal sharing. Public records produced in March showed two federal relationships. The public deserves documentation, not reassurance.

Finding 6: Summary statistics are not proof

What the presentation includes

The presentation cites 60,000 vehicle reads per day and 1,700+ hotlist hits. These are meaningful numbers. They tell you the system is active and generating alerts.

They do not tell you:

False positive rate
How many hits led to enforcement action
How many hits were errors
Audit logs confirming policy compliance
Search logs showing how the database is used
Disposition outcomes for any alert
1,700 hotlist hits could mean 1,700 legitimate stops, or it could mean 1,700 alerts of which a small fraction led to anything. Without disposition data, the number tells you very little. Volume is not the same as effectiveness, and effectiveness is not the same as proportionality.

Finding 7: The "civilian" oversight is one person who reports to the police

What the presentation implies

APD's presentation frames the program as having civilian oversight and accountability mechanisms in place. This framing is designed to reassure Council and the public that someone outside the department is watching.

The reality: the oversight function described is held by a single individual who sits within the police department's chain of command and reports to APD leadership. That is not civilian oversight. It is internal review with a different label.

No independent civilian body
No members appointed by Council
No authority to suspend the program
No public reporting requirement
No protection from retaliation
No separation from APD command
Oversight that reports to the department being overseen is not oversight. It is the police policing the police. Calling it "civilian" does not change the reporting structure.

Questions Council should ask on June 9

  1. 1What evidence supports the claim that ALPR is reducing crime? Can APD provide a before/after crime comparison or any independent analysis?
  2. 2Can APD provide incident numbers or case references for the examples highlighted in the presentation so residents can verify them independently?
  3. 3What percentage of the 1,700+ hotlist hits resulted in an enforcement action, arrest, or prosecution?
  4. 4What percentage of hits were false positives? What happens to a resident stopped based on a false positive?
  5. 5Can the public or Council review audit logs showing who searched the database, when, and for what purpose?
  6. 6What independent verification of APD's claims exists beyond APD's own review?
  7. 7What specific technical controls now prevent federal access to Apex ALPR data? Who verified those controls are in place?
  8. 8Who specifically holds the oversight function for this program? What is their title, who do they report to, and what authority do they have to suspend or terminate the program?
  9. 9What measurable threshold would justify ending the program? If there is no defined threshold, what would ever justify removal?
A note on framing: These are not hostile questions. They are basic accountability questions that any evidence-based decision-making process requires. A department confident in its program should have ready answers.
Town Council Meeting — June 9, 2026

Show up. Ask the questions.

This is not a debate about supporting or opposing police. It is a debate about evidence, transparency, oversight, and accountability. Council cannot make an informed decision without the information listed above.

Meet at 5:15 PM
Email all five voting Council members
A pre-written email is ready. Personalize it before sending.