[ AI detection ]

Detect Fatigue Risks. Support Safer Journeys.

Vision360 uses AI powered video detection to identify potential fatigue and drowsiness indicators, alert drivers through supported in cab devices and give safety teams the information they need to review and respond.

Vision360 fatigue event review: the high-risk fatigue event header, the in-cab video with the driver's face boxed, the detected behaviour and confidence panel, the event details list, and the ten seconds before and after strip along the bottom. 4:3, dark UI, 2000x1500.

How detection works

Fatigue is Detected Through Multiple Signals Over Time

  1. 01

    Visible indicators

    Eye closure, yawning, head nodding and eye rubbing detected through the in cab camera.

  2. 02

    Contextual signals

    Inattention, lane movement, speed behaviour and journey timing provide greater context around each event.

  3. 03

    Configured logic

    Set the frequency, duration, indicator combinations and severity thresholds that trigger an event.

  4. 04

    Fatigue event detected

    An event is raised when the configured conditions are met, with a confidence level attached. Human review may still be required.

Worked example

From Fatigue Detection to Driver Support

  • The event

    Repeated yawning, eye closure and head nodding are detected together and flagged as a high risk fatigue event. A confidence level shows how closely the detected behaviours match the event criteria.

    Worked example strip: three yawns in four minutes, plus repeated eye closure, plus head nodding, resolving to a high-risk fatigue event at high confidence. 4:3, dark UI.
  • The response

    A rest stop is proposed based on the remaining route. The dispatcher can review the location, updated ETA and added time before sending the stop to the driver.

    Safe rest stop example: the five-step checklist beside a map showing the diversion to a rest location and the estimated additional time. 4:3, dark UI.

From Detection to Action

  • Driver intervention

    Prompt the driver through supported in cab alerts, using visual, audible and haptic warnings where available.

    In-cab display showing a drowsiness detected warning with a take a break safely prompt, above the visual, audible and haptic alert icons. 4:3, dark UI.
  • Operations response

    Follow a structured workflow from high risk event to driver contact, safe rest stop, context review and escalation.

    Operations response workflow: five connected steps from event detected through to resolved or escalated. 4:3, dark UI.
  • Fatigue trends

    Track when fatigue events occur and which drivers have repeated events, so teams can focus on patterns rather than individual incidents.

    Fatigue trend panel: event counters, the events-over-time chart, the time-of-day breakdown and the repeated-events driver list. 4:3, dark UI.

Additional features

  • Multiple Signal Detection

    Combine fatigue indicators to identify emerging patterns.

  • In Cab Alerts

    Visual, audible and haptic alerts where supported.

  • Full Event Context

    Review event video, telematics and work and rest information together.

  • Recurring Patterns

    Identify drivers, times and routes with repeated fatigue events.

  • Confidence Levels

    Show how strongly the detected indicators match your configured rules.

  • Configurable Thresholds

    Set frequency, duration, indicator combinations and severity.

  • Event Video

    Capture footage surrounding a detected event, with clip length depending on the device and recording configuration.

  • Event Details

    Record the vehicle, driver, location, speed and direction.

  • Escalation

    Send events to a manager or safety team for review.

  • Time of Day Analysis

    Identify when fatigue events occur most often.

  • Driver Trends

    Track drivers with repeated fatigue events.

  • Audit Trail

    Record the outcome and close the event.

See Every Event From Every Angle

  • Photograph: a truck cab interior at night, the in-cab display lit, driver in frame from the side. Portrait 3:4, dark and cool, room at the top for a heading, no text in the artwork.

    In the cab

    The driver is alerted before fatigue becomes an incident

  • Photograph: a truck pulled into a lit rest area at night, seen from a distance. Portrait 3:4, dark and cool, room at the top for a heading, no text in the artwork.

    On the road

    A rest stop is integrated into the route when required

  • Photograph: a safety manager at a desk reviewing footage on a monitor, screen content not legible. Portrait 3:4, dark and cool, room at the top for a heading, no text in the artwork.

    In the office

    Spot the patterns behind driver events

Frequently Asked Questions

Can't find what you're looking for?

Talk to our team
  • What does Vision360 actually look for?

    Visible indicators from the in cab camera, including eye closure, yawning, head nodding and eye rubbing, alongside contextual signals such as prolonged inattention, lane behaviour, speed trends and time of day. An event is raised from the combination of indicators over time, rather than a single moment.

  • Can we set our own thresholds?

    Yes. Configure the frequency, duration, indicator combinations and severity required to raise an event, so the rules can reflect different operating environments.

  • What does the confidence level mean?

    Confidence shows how closely the observed indicators match your configured rules. It supports event review and triage but is not a definitive assessment, so human review may still be required.

  • How is the driver alerted?

    Supported in cab devices can provide visual, audible and haptic alerts. The available alert types depend on the hardware fitted.

  • What happens after an event is raised?

    The event is sent to the relevant manager or safety team. The driver can be contacted, a safe rest stop requested, the event reviewed against Drive360 work and rest information and the outcome recorded or escalated.

  • How is driver footage accessed and managed?

    Vision360 supports controlled access to driver footage, helping authorised teams review relevant safety events. Video access and retention can be managed according to your organisation's configured settings

Recognise the Risk. Support Safer Driving.

Bring potential fatigue and drowsiness events into view, giving drivers timely alerts and safety teams the context to review risks and take appropriate action.