report

AI-powered report generation from body-cam footage.
learn more

INSIGHTS

Search video, transcripts, narratives, and case timelines.
learn more

redact

Redact faces, plates, audio, and documents for release.
learn more

Flash

Mobile field capture for notes, photos, and follow-up.
learn more
Back to Case Studies
Shelby County Sheriff's Office • Shelby County, Alabama

Growth adds calls faster than it adds hours in a shift

Shelby County went from 223,024 residents in 2020 to an estimated 238,552 in 2025. I learned that in a growing suburban county the reporting queue grows quietly alongside the population. Faster first drafts are how deputies keep up without the backlog growing with the county.

Shelby County SO
SHELBY COUNTY
Code Four
X
Shelby County Sheriff's Office
223,024County population

What I found when we looked closer

Shelby County is the sixth-most-populous county in Alabama and part of the Birmingham metropolitan area. Its population was 223,024 at the 2020 census, and the 2025 estimate is 238,552, about 15,000 more residents in five years across 810 square miles. The county seat is Columbiana, and its largest city is Alabaster.

Growth like that means more calls, more traffic, and more cases that move from patrol into follow-up, often without a matching increase in the time deputies have for paperwork.

Following one report through the building

The first thing we do with a new department is trace where a report goes after the officer hits submit. Here, it passes through 4 hands:

  1. 1Deputy
  2. 2Sergeant
  3. 3Investigations
  4. 4Court in Columbiana

Every one of those readers needs the same facts from the first draft. That is what shaped what we built.

What we built for them

Report

Shelby County grew from 223,024 to an estimated 238,552 residents. Drafts from footage let deputies absorb more calls without the report queue growing too.

Insights

As more cases move past the first response, investigators can search patrol footage in one place.

What we're watching

These are the signals that will tell us whether it's working here:

  • Reports per deputy per shift
  • Same-shift report completion
  • Investigator time to assemble a case

Figures on this page come from the department's own published materials. We only publish Code Four results after the department reviews them.

Run a similar department?

See how Code Four works with your bodycam and RMS systems in a live demo, from AI police report writing to investigation software.

request a demo
© 2026 Code Four Labs, Corp. All rights reserved.
Code Four Logo