Initiative details
Road collisions involving commercial vehicles continue to be one of the most significant road safety challenges across Europe. A large proportion of these incidents are linked to human factors particularly driver fatigue, distraction, and drowsiness which remain among the leading contributors to serious crashes on European roads.
Long working hours, demanding schedules, and the cognitive load of driving in complex traffic environments can affect even the most experienced professional drivers. Yet, traditional fleet safety approaches often rely on retrospective incident review, providing little opportunity to intervene at the moment risk emerges. By the time issues are identified, the opportunity for prevention has often passed.
Compounding this, many existing safety systems generate high volumes of inaccurate or low-value alerts, eroding driver trust and creating alert fatigue. This makes it harder for safety teams to focus on meaningful risk and harder for drivers to engage positively with safety programmes.
This initiative addresses these challenges by shifting fleet safety from a reactive to a proactive model combining real-time road awareness and driver-state intelligence to identify risk early, support drivers with timely in-cab guidance, and recognise safe behaviour. The goal is straightforward: prevent collisions before they happen and help create safer roads for everyone.
Long working hours, demanding schedules, and the cognitive load of driving in complex traffic environments can affect even the most experienced professional drivers. Yet, traditional fleet safety approaches often rely on retrospective incident review, providing little opportunity to intervene at the moment risk emerges. By the time issues are identified, the opportunity for prevention has often passed.
Compounding this, many existing safety systems generate high volumes of inaccurate or low-value alerts, eroding driver trust and creating alert fatigue. This makes it harder for safety teams to focus on meaningful risk and harder for drivers to engage positively with safety programmes.
This initiative addresses these challenges by shifting fleet safety from a reactive to a proactive model combining real-time road awareness and driver-state intelligence to identify risk early, support drivers with timely in-cab guidance, and recognise safe behaviour. The goal is straightforward: prevent collisions before they happen and help create safer roads for everyone.
Initiative date
Who was/is your target audience?
Public authorities
Fleet operators
Car drivers – professional
Public transport
Van drivers
Lorry/truck drivers
Others
Topic
Provide alternative solutions
Organisation details
Netradyne
Enterprise
Netherlands
Utrecht
Contact name
Maurits van Kuyk
Telephone number
+31611010882
Maurits.kuyk@netradyne.com
Website link
Project activities
If you work together with external partners, list the most important partners and briefly describe their role.
The initiative is delivered in close partnership with commercial fleet operators, transportation companies, logistics providers, safety managers, and professional drivers.
Fleet operators play a central role in implementation by integrating the programme into their broader safety strategies, supporting driver engagement, and establishing coaching and recognition processes. Safety managers use the platform's insights to identify emerging risks, monitor safety performance, and deliver targeted interventions.
Drivers are key partners in the programme's success. Their feedback contributes to the continuous improvement of coaching systems, safety analytics, and user experience design.
In some deployments, implementation also involves vehicle manufacturers, telematics providers, transportation associations, and road safety stakeholders who contribute to broader adoption and industry best practices.
Together, these partnerships help ensure that technology is effectively translated into measurable improvements in road safety performance and driver behaviour.
Fleet operators play a central role in implementation by integrating the programme into their broader safety strategies, supporting driver engagement, and establishing coaching and recognition processes. Safety managers use the platform's insights to identify emerging risks, monitor safety performance, and deliver targeted interventions.
Drivers are key partners in the programme's success. Their feedback contributes to the continuous improvement of coaching systems, safety analytics, and user experience design.
In some deployments, implementation also involves vehicle manufacturers, telematics providers, transportation associations, and road safety stakeholders who contribute to broader adoption and industry best practices.
Together, these partnerships help ensure that technology is effectively translated into measurable improvements in road safety performance and driver behaviour.
Please describe the project activities you carried/are carrying out and the time period over which these were implemented.
The initiative is delivered through the deployment of an AI-powered safety programme across commercial vehicle fleets, supported by structured driver coaching, safety management, and continuous evaluation.
The programme uses edge-based artificial intelligence and a AI powered vision camera that combines outward-facing road awareness with inward-facing driver-state intelligence. This enables the system to identify risk factors such as fatigue, distraction, drowsiness, unsafe following distance, and other behaviours associated with elevated collision risk. When risk is detected, drivers receive real-time in-cab guidance so that corrective action can be taken in the moment not after the event.
Equally central to the initiative is positive reinforcement. Safe driving is actively recognised and rewarded through the GreenZone® scoring framework, helping organisations move beyond exception management and build sustainable safety cultures.
Fleet safety managers also receive contextual insights, video evidence, and analytics to support targeted coaching, identify trends, and benchmark performance across driver populations.
The programme continues to evolve through ongoing innovation in AI, driver-state monitoring, recognition-based coaching, and false-alert reduction. It is deployed across logistics, distribution, transportation, public service, and other commercial fleets where professional drivers play a critical role in shaping road safety outcomes.
The programme uses edge-based artificial intelligence and a AI powered vision camera that combines outward-facing road awareness with inward-facing driver-state intelligence. This enables the system to identify risk factors such as fatigue, distraction, drowsiness, unsafe following distance, and other behaviours associated with elevated collision risk. When risk is detected, drivers receive real-time in-cab guidance so that corrective action can be taken in the moment not after the event.
Equally central to the initiative is positive reinforcement. Safe driving is actively recognised and rewarded through the GreenZone® scoring framework, helping organisations move beyond exception management and build sustainable safety cultures.
Fleet safety managers also receive contextual insights, video evidence, and analytics to support targeted coaching, identify trends, and benchmark performance across driver populations.
The programme continues to evolve through ongoing innovation in AI, driver-state monitoring, recognition-based coaching, and false-alert reduction. It is deployed across logistics, distribution, transportation, public service, and other commercial fleets where professional drivers play a critical role in shaping road safety outcomes.
In terms of implementation, what worked well and what challenges did you need to overcome?
One of the strongest outcomes of the initiative has been the shift in how organisations engage their drivers around safety. Combining real-time guidance with positive recognition has helped move safety conversations away from fault-finding and towards continuous improvement.
Drivers responded particularly well to immediate, contextual feedback delivered at the moment of risk, especially in situations involving fatigue or distraction risks that are often invisible to the driver themselves. Safety managers benefited from objective evidence and clearer insight into the root causes of risk, improving coaching quality and consistency.
Implementation also brought challenges. Introducing new technology into operational fleets requires strong driver engagement and clear communication. Some drivers initially associated in-cab technology with monitoring rather than support. This was addressed by emphasising transparency, education, and recognition demonstrating how the system helps drivers avoid incidents and rewards safe driving.
A second challenge was reducing low-value alerts. Significant investment in AI development and validation has resulted in alert accuracy of up to 99%, ensuring that drivers receive only meaningful interventions and that safety teams can focus their efforts where they matter most.
These lessons reinforced that meaningful safety improvement requires combining technology, human factors, organisational commitment, and trust with drivers.
Drivers responded particularly well to immediate, contextual feedback delivered at the moment of risk, especially in situations involving fatigue or distraction risks that are often invisible to the driver themselves. Safety managers benefited from objective evidence and clearer insight into the root causes of risk, improving coaching quality and consistency.
Implementation also brought challenges. Introducing new technology into operational fleets requires strong driver engagement and clear communication. Some drivers initially associated in-cab technology with monitoring rather than support. This was addressed by emphasising transparency, education, and recognition demonstrating how the system helps drivers avoid incidents and rewards safe driving.
A second challenge was reducing low-value alerts. Significant investment in AI development and validation has resulted in alert accuracy of up to 99%, ensuring that drivers receive only meaningful interventions and that safety teams can focus their efforts where they matter most.
These lessons reinforced that meaningful safety improvement requires combining technology, human factors, organisational commitment, and trust with drivers.
Evaluation
Please summarise how you have evaluated the initiative’s impact (e.g. social media reach, survey, feedback forms, statistics).
The initiative's impact is evaluated through a combination of behavioural indicators, safety outcomes, performance analytics, and operational feedback.
The system provides a dedicated portal for safety managers and fleet operators to review both individual driver performance and overall fleet performance. This enables organisations to identify trends, track improvements, and target coaching where it will have the greatest impact.
A particularly meaningful indicator is how drivers respond to in-cab audio guidance. When a driver takes corrective action in response to an alert, the system recognises this and does not record it as a safety event. This allows safety managers to evaluate not only where risk occurs, but also how often drivers self-correct in real time providing a clear view of behavioural change as it happens on the road.
Driver and fleet performance are also evaluated through the GreenZone® safety scoring framework, reviewed alongside collision and incident data to assess the broader impact of proactive interventions.
By combining leading indicators (behavioural improvements, self-correction, coaching engagement) with lagging indicators (collision reduction and severity outcomes), the initiative provides a comprehensive and credible view of how proactive safety interventions translate into safer driving and stronger road safety performance over time.
The system provides a dedicated portal for safety managers and fleet operators to review both individual driver performance and overall fleet performance. This enables organisations to identify trends, track improvements, and target coaching where it will have the greatest impact.
A particularly meaningful indicator is how drivers respond to in-cab audio guidance. When a driver takes corrective action in response to an alert, the system recognises this and does not record it as a safety event. This allows safety managers to evaluate not only where risk occurs, but also how often drivers self-correct in real time providing a clear view of behavioural change as it happens on the road.
Driver and fleet performance are also evaluated through the GreenZone® safety scoring framework, reviewed alongside collision and incident data to assess the broader impact of proactive interventions.
By combining leading indicators (behavioural improvements, self-correction, coaching engagement) with lagging indicators (collision reduction and severity outcomes), the initiative provides a comprehensive and credible view of how proactive safety interventions translate into safer driving and stronger road safety performance over time.
What has been the effect of the activities?
The initiative has demonstrated that combining AI-powered risk detection, real-time driver guidance, and positive recognition can deliver measurable improvements in road safety performance.
Fleets adopting this approach have reported strong improvements in driver behaviour, safety culture, and operational risk management. Evaluation data shows that a 5-point increase in GreenZone score correlates with a 3–5% reduction in accidents, reflecting the direct link between everyday safe driving behaviour and real-world safety outcomes. At a programme level, a major commercial fleet operating in a demanding road environment has achieved up to a 50% reduction in accidents following implementation, demonstrating the cumulative impact of sustained behavioural improvement supported by real-time coaching and driver engagement.
Real-time intervention has proven especially effective in addressing fatigue, distraction, and drowsiness risk factors that historically have been difficult to manage through retrospective review alone. By identifying these conditions early and providing timely in-cab support, the programme helps drivers take corrective action before risk escalates into an incident. Evaluation data also shows a high rate of driver self-correction in response to in-cab guidance, indicating genuine behavioural change at the point of risk.
The benefits extend beyond fleet operators and their drivers. Safer commercial driving directly contributes to safer interactions with all road users motorists, cyclists, pedestrians, and vulnerable road users making the programme a practical and replicable model for improving road safety across the European transport ecosystem.
Fleets adopting this approach have reported strong improvements in driver behaviour, safety culture, and operational risk management. Evaluation data shows that a 5-point increase in GreenZone score correlates with a 3–5% reduction in accidents, reflecting the direct link between everyday safe driving behaviour and real-world safety outcomes. At a programme level, a major commercial fleet operating in a demanding road environment has achieved up to a 50% reduction in accidents following implementation, demonstrating the cumulative impact of sustained behavioural improvement supported by real-time coaching and driver engagement.
Real-time intervention has proven especially effective in addressing fatigue, distraction, and drowsiness risk factors that historically have been difficult to manage through retrospective review alone. By identifying these conditions early and providing timely in-cab support, the programme helps drivers take corrective action before risk escalates into an incident. Evaluation data also shows a high rate of driver self-correction in response to in-cab guidance, indicating genuine behavioural change at the point of risk.
The benefits extend beyond fleet operators and their drivers. Safer commercial driving directly contributes to safer interactions with all road users motorists, cyclists, pedestrians, and vulnerable road users making the programme a practical and replicable model for improving road safety across the European transport ecosystem.
Please briefly explain why your initiative is a good example of improving road safety.
The initiative shows that meaningful road safety improvement is achieved when technology, driver engagement, and organisational commitment work together. By identifying risks such as fatigue and distraction in real time, supporting drivers in the moment, and recognising safe behaviour, the programme has delivered measurable outcomes including up to a 50% reduction in accidents within commercial fleets within a 6 -12 months of deployment with evaluation data showing that a 5-point increase in GreenZone score correlates with a 3–5% reduction in accidents.
The approach is scalable across fleet sizes, transport sectors, and geographies, making it a practical model that other organisations can adopt to strengthen safety cultures and reduce road risk.
The approach is scalable across fleet sizes, transport sectors, and geographies, making it a practical model that other organisations can adopt to strengthen safety cultures and reduce road risk.
How have you shared information about your project and its results?
Information about the initiative has been shared through customer case studies, industry events, road safety conferences, webinars, media engagement, transport industry publications, and digital communication channels.
The programme's results have also been communicated through fleet customer success stories, safety performance reports, educational content, and stakeholder engagement activities involving drivers, safety managers, and industry leaders.
By sharing practical lessons, measurable outcomes, and implementation experiences, the initiative contributes to broader discussions on road safety innovation and encourages the adoption of proactive safety practices across the transportation sector.
The programme's results have also been communicated through fleet customer success stories, safety performance reports, educational content, and stakeholder engagement activities involving drivers, safety managers, and industry leaders.
By sharing practical lessons, measurable outcomes, and implementation experiences, the initiative contributes to broader discussions on road safety innovation and encourages the adoption of proactive safety practices across the transportation sector.