Mumbai, Oct 01: India‘s commercial vehicle ecosystem is becoming increasingly connected, and fleets now generate more safety data than their teams can act on. Multiple cameras, telematics systems and in-cabin devices have expanded the visibility available to fleet operators. But every new event and alert competes for the same scarce resource: the attention of those who must act. The next phase of fleet safety will therefore depend less on collecting more data and more on ensuring the right information reaches the right stakeholder at the right time, without overwhelming fleet teams or drivers.
Subhrajeet Das, Head of Sales – India & SEA, LightMetrics, said, “The question is no longer about how much data we can generate. It is about how effectively we process that data and make it useful for those who need to act on it. Adding another camera or another device inside the cabin does not necessarily solve the underlying safety problem. What fleets need is technology that can assess the severity of an event, filter out irrelevant information, and highlight the most critical risks.
Fleet managers: filtering at the source
As fleets grow and vehicles travel longer distances, the number of safety events and videos generated increases substantially. A system that requires operators to manually review every event quickly becomes difficult to sustain, and adding reviewers simply means more people spending attention on events that may not need it. Automated event filtering and severity analysis let fleet teams spend their attention on the events that warrant it.
“When you move from hundreds to thousands of vehicles, you cannot expect a human control tower to manually scrutinise every event. If the system is generating thousands of alerts, the answer cannot simply be to add more people to watch more screens. Technology needs to perform the first layer of analysis and help operators focus on the events that genuinely require intervention — whether that is severe drowsiness, speeding, seat-belt violations or another high-risk behaviour,” said Subhrajeet.
Drivers: coaching instead of monitoring
Drivers face the same problem from the other side. When they are repeatedly exposed to warnings that do not correspond to meaningful safety risks, the warnings stop earning their attention, and their trust in safety technology erodes. Traditional safety programmes have a parallel problem: they bring large groups of drivers together for periodic sessions, irrespective of whether every driver faces the same risks. That spends every driver’s time equally, whatever their actual risk, and adds operational cost.
“The driver should not feel that technology is constantly monitoring or scrutinising every step. The objective should be to enable the driver to understand what happened and improve their behaviour themselves. This is where self-coaching can play an important role. Instead of bringing every driver into a standard safety session every month, fleets can use technology to identify specific behaviours and allow drivers to review and correct them, while operators intervene only when necessary,” said Subhrajeet.
A targeted approach lets fleet managers direct their time and resources to the drivers and incidents that require attention.
Reporting: asking the right question
The same principle applies to how fleet data is accessed. India‘s highly fragmented fleet ecosystem means operators have significantly different operational requirements, and standardised reporting cannot answer every question. Platforms that let fleet teams query their own operational data, generate customised reports and identify specific trends enable operators to focus on their own problems.
Every fleet has a different problem statement, so standardised reporting cannot always answer the questions that matter to operators. The next step is to make fleet data more accessible and interactive — where an operator can simply ask a question about overspeeding, safety events or another operational metric and get the information in the format required to take action,” said Subhrajeet.
Trust at scale
Scale is also what makes trust non-negotiable. As connected fleet technology expands, so does the responsibility for how we handle operational and driver data. Data security, compliance and solutions suited to India‘s operating environment are central to scaling that technology.
“As we make fleets more connected, data security has to remain fundamental to the conversation. We need solutions that are built for the Indian ecosystem, with the right security and compliance frameworks, so that technology can be scaled without compromising trust,” said Subhrajeet.
As India‘s freight and mobility ecosystem scales, the measure of fleet safety technology is shifting from how much data it generates to how precisely it directs the attention of the people who act on it.