There is an increased law enforcement presence in the 10000 block of Northcliffe Boulevard in Spring Hill.
Preliminary investigation reveals deputies are investigating a vehicle burglary with battery.
The Aviation and K-9 units are on scene helping search for the suspect who fled on foot.
Residents who live in the area are encouraged to stay indoors until the search is complete.
No additional details are available at this time.