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Back to Case Studies
Orange County Sheriff's Office • Orange County, Florida

When the witness flies home tomorrow, the first report is the only report

Orange County has just over a million residents and more than 72 million visitors a year. Building for that, I realized many witnesses and victims won’t be reachable for a follow-up interview. The draft has to capture the whole account on first contact, and look the same no matter which district wrote it.

Orange County SO
ORANGE COUNTY
Code Four
X
Orange County Sheriff's Office
1,066,113County population

What I found when we looked closer

The Orange County Sheriff’s Office is the chief law enforcement agency for a county of 1,066,113 residents spread across 1,004 square miles. It runs on a budget of more than $300 million with more than 2,700 sworn and civilian employees. On top of the resident population, Orange County receives more than 72 million visitors a year.

At that scale, documentation is a volume problem. Many victims and witnesses are visitors who will be back home before a follow-up interview can happen, so the first report has to capture the full account the first time.

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 5 hands:

  1. 1Deputy
  2. 2Sergeant
  3. 3District investigations
  4. 4Specialized units
  5. 5State attorney

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

With 72 million visitors a year, many witnesses will not be reachable for follow-up. A source-linked draft captures the full account on first contact.

Insights

Across 1,004 square miles and many districts, investigators can search footage and prior narratives countywide instead of requesting files one by one.

Redact

An agency of more than 2,700 employees produces a steady stream of release requests. Redact makes that review repeatable.

What we're watching

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

  • Visitor-involved cases closed without a callback
  • Consistency of drafts across districts
  • Records requests closed per month

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

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