Accurate alerts start with a camera that is mounted, aimed and tested correctly.
By the Sentrick Fleet team · Published October 25, 2026
Fleets spend a lot of time comparing AI dashcams and far less time on how they are installed. That is a mistake. A camera that is mounted too low, pointed slightly off-center or powered from the wrong circuit can produce missed events, false alerts and gaps in footage, and drivers quickly lose trust in a system that seems to get things wrong. A consistent installation and calibration routine is one of the cheapest ways to improve accuracy.
Start with a short pilot on a few vehicles that represent your fleet, including each cab type, windshield shape and duty cycle. Write down what you learn and turn it into a standard procedure. Decide who will install the cameras, whether in-house technicians or a certified installer, and how each vehicle will be recorded in your asset list so every camera can be matched to a unit and, where appropriate, a driver.
Forward-facing AI features such as following distance and lane position often depend on the camera being level and aimed at the road ahead, with the horizon at a consistent height in the frame. Follow the manufacturer's calibration steps, which may include a short drive or a reference measurement, and confirm the result on the live preview. If the vehicle type changes, for example a different trailer or cab height, recalibrate rather than assuming the settings carry over.
For inward-facing cameras that monitor driver attention, make sure the driver's face and hands are visible across normal seating positions, with enough light and without glare. Test with drivers of different heights, with and without glasses or hats, so you do not tune the system for a single person.
Use a stable, ignition-switched power source unless you deliberately want parked recording. Route cables away from airbags and pedals, secure them so they cannot hang loose, and use fuse taps correctly. Poor power is a common cause of reboots, missing clips and dropped connections, so test the camera through a full start-up and shutdown cycle, including cold starts if your vehicles operate in winter.
Confirm that the device connects to the network, uploads events and syncs time correctly. Wrong timestamps can cause arguments about when an event happened. Check that storage is working, that loop recording behaves as expected and that event clips are saved and retrievable.
After installation, run a simple test drive on each vehicle. Confirm that the camera starts, the view looks right, key alerts such as following distance or phone detection are firing in controlled scenarios and the footage reaches the platform. Keep a short sign-off form for each vehicle so any issue can be traced back to a specific install.
Installation day is also a good moment to explain how the system works, what it records, who can see the footage and how drivers can raise questions about an alert. Drivers who understand the purpose are much more likely to see the camera as a safety tool than as surveillance, and a transparent process makes the data more credible.
Cameras can shift over time because of road vibration, windshield replacement or a bump during cleaning. Add a quick camera check to pre-trip inspections, and review fleet-wide data for vehicles that generate unusually high or low alert counts, since that can point to a calibration problem rather than a driver problem.
A careful install takes a few extra minutes per vehicle and pays back in cleaner data, fewer disputes and a program that drivers are willing to support.