Enhancing Vehicle Safety With Vision

Offering vision-based, cloud-connected intelligent dash cams that integrate visual insights and provide a unique and actionable feedback on driver behaviour in real-time, Netradyne – a Bengaluru-based company – is working towards enhancing safety on the road.

With products that are capable of monitoring subtle driving patterns, from adhering to traffic rules to identifying risky behaviour, the products that Netradyne is presenting capture and process data and learn continuously from new data points.

“The focus area is on increasing precision in safety systems with the goal of achieving near-perfect accuracy. The second major product is an advanced drowsy detection system,” informed Vinay Rai, Executive Vice President – Engineering, Netradyne.

Stating that the products enhance vehicle safety, fleet operations and are an outcome of much innovation, he averred, “Currently available in the US, they will be soon introduced in India.”

Engineered to integrate additional accessories mounted on the windshield to improve driver monitoring accuracy, a critical element in the case of commercial vehicles particularly, the products aim at creating a more reliable system capable of detecting fatigue in drivers with greater precision.  

Revealing that the company is making strides in predictive analysis using large language models and massive data sets that have been accumulated over billions of kilometres of driving, Rai said, “With a potential to predict the behaviour of various agents on the road including vehicles, pedestrians, animals and even objects, the technology, by analysing the data, can anticipate actions before they happen, providing a smoother and safer driving experience.”

An exciting development being the integration of vision-based technology into mapping systems, which is unlike the traditional crowd-sourced data that rely on surveys and can be out-of-date, Netradyne is employing real-time data that is captured by its system directly from vehicles that ply on the road.

What this does is to allow for quicker updates such as the identification of newly installed traffic signals, which are immediately processed and uploaded to the cloud.

Stating that an advanced drowsy detection system will be launched in H1FY26 in India, Rai said, “In the realm of fleet management, the company is also expanding its platform to offer more than just safety features.”

Planning to launch a comprehensive fleet management tool by early next year that will help companies monitor key metrics like vehicle location, driver behaviour and vehicle health in real-time, Netradyne is operating development centres in Bengaluru and San Diego, US.

Operating in almost a dozen countries including the US, UK, India, Australia and Canada, the company’s system has detected over a billion alerts across various regions. Pursuing a goal to provide businesses with critical insights into their fleets and help identify top-performing drivers and those in need of coaching, the company is catering mainly to a B2B market of commercial vehicles.

It is driving much of the innovation and tech development from India.

Market opportunities

With the research and development workforce in India accounting a major share of the developments, Netradyne – offering solutions to fleets diverse in nature – is looking at its home market in India with the confidence that the rate of adoption of driver safety systems will grow fast and steadily.

“The perception of vision-based safety systems in India is evolving, albeit slowly. India remains a cost-sensitive market, where many businesses and individuals prioritise affordability over advanced safety technologies,” Rai expressed. “There is a growing awareness about the long-term benefits of such systems, especially in terms of preventing accidents and reducing liabilities,” he said.

The change in perception is being driven by several factors, including MNCs in the commercial fleet or logistics space adopting technologies like these for safety and brand positioning. Rai averred, “While India is still several years behind developed markets in terms of safety culture and the adoption of advanced technologies, the trend is definitely moving in a positive direction. The growing awareness, both at the consumer and business levels, suggests that this shift will continue over time, even if it doesn’t happen overnight. Overall, the market for vision-based safety technologies in India is in its early stages but is showing signs of growth.” 

The company’s biggest market is the United States, which has been the focus since the company's early days in 2015. It also made a strong presence in India, UK, Canada, Mexico and Germany.

Bengaluru-headquartered ER&D company L&T Technology Services (LTTS) has announced a multi-year engagement within its mobility segment from an automotive manufacturer. The agreement involves software, connectivity and digital engineering services across vehicle technology domains. This win follows the company’s investments in R&D labs and mobility infrastructure designed for programs with global manufacturers.

The engagement covers mobility engineering capabilities, including embedded systems, digital platforms, verification and validation, cloud integration and cybersecurity. LTTS intends to use its engineering expertise and delivery frameworks to support the customer's technology roadmap. 

At present, LTTS operates 22 design centres and 100 innovation labs globally.

The agreement strengthens the partnership between LTTS and the automotive manufacturer in the area of mobility engineering. The company provides design, development, and testing services across the mobility, sustainability, and tech segments. 

Alind Saxena, Executive Director and President, Mobility and Tech at L&T Technology Services, said, “We are proud to deepen our partnership with the valued customer through this strategic engagement. LTTS brings together domain-led engineering, secure development practices and excellence in global delivery to accelerate the future of premium mobility. The win reflects the trust placed in our teams and our commitment to delivering world-class engineering at scale”.

French technology company Valeo and NATIX Network have announced a partnership to develop a multi-camera World Foundation Model (WFM). The project combines Valeo’s research in artificial intelligence and generative modelling with NATIX’s decentralised physical infrastructure network (DePIN) to create an open-source platform for autonomous driving and robotics.

The initiative aims to move beyond perception-based models by creating a system capable of predicting future states and reasoning about physical interactions in a four-dimensional environment. The model will be trained using NATIX’s data network, which has collected 600,000 hours of video data across the US, Europe and Asia over seven months. This data provides the multi-camera inputs necessary for the spatial perception required by autonomous vehicles and robots.

The partnership builds upon Valeo’s existing open-source frameworks, VaViM (Video Autoregressive Model) and VaVAM (Video-Action Model). While these frameworks were previously trained primarily on front-camera datasets, the integration of NATIX’s multi-camera network expands the AI’s field of vision to 360 degrees.

Under the open-source framework, the partners will release models, datasets and training tools. This approach is intended to allow the research community to fine-tune models and benchmark physical AI across various driving conditions and geographic regions. The collaboration seeks to accelerate the deployment of end-to-end AI models by learning from real-world edge cases captured by vehicles in operation.

Marc Vrecko, Chief Executive Officer, Valeo’s Brain Division, said, “Since our creation in 2018, Valeo’s AI research center has been at the forefront of AI research in the automotive industry, especially in the fields of assisted and autonomous driving. Our goal has always been to advance mobility intelligence safely and responsibly. By combining Valeo’s generative world modeling research expertise with NATIX’s global multi-camera data, we are accelerating both the quality and the accessibility of next-generation end-to-end AI models, enabling the research community to build upon strong open models.”

Alireza Ghods, CEO and Co-Founder, NATIX, added, “WFMs are a once-in-a-generation opportunity — similar to the rise of LLMs in 2017–2020. The teams that build the first scalable world models will define the foundation of the next AI wave: Physical AIs. With our distributed multi-camera network, NATIX has a clear advantage of being able to move faster than large OEMs.”

Tata Technologies has announced the completion of the 3^rd edition of its innovation hackathon, InnoVent 2026, supported by Amazon Web Services (AWS). The initiative invited engineering students to develop solutions for mobility challenges in the automotive and manufacturing sectors. The programme received participation from 10,247 students across 404 colleges in India, resulting in 2,822 projects.

The competition focused on the theme of intelligence-driven mobility for the year 2030. Participants received over 650 hours of mentoring and training from subject matter experts to convert their concepts into prototypes. The top 10 teams presented their work at the company's Hinjewadi campus in Pune before a jury of industry leaders from Jaguar Land Rover, Air India and ES-Tec Group.

Team Drushti from CMR College of Engineering & Technology, Hyderabad, secured the first prize of INR 300,000 for a system that customises vehicle infotainment for visually impaired drivers. Second place went to Team The T-Factor from Vellore Institute of Technology, Chennai, for an AI-based breakdown prevention system. Team SwarmSync from the International Institute of Information Technology (I²IT), Pune, took third place for an intelligent fleet management solution using V2X communication.

Tata Technologies offered career opportunities to all 42 finalists involved in the top projects. Furthermore, all participants were granted one-year access to the iGETIT learning platform to study emerging technologies. The finalist projects covered areas such as blockchain for vehicle security, wireless charging for electric vehicles, and AI-led battery monitoring.

The event featured a humanoid robot that performed roles such as coordinating panel discussions and interacting with attendees. A panel of industry experts discussed the global demand for engineering talent and the impact of technology on future mobility.

Warren Harris, MD & CEO, Tata Technologies, said, "InnoVent at Tata Technologies represents our conviction that the future is shaped by those who combine engineering excellence with human purpose to engineer a better world".

Kia India has announced the re-launch of its Kia Inspiring Drive (K.I.D) Program, debuting alongside the New Kia Seltos. The initiative is a driving score system designed to monitor real-time behaviour and provide insights into habits. Accessed via the Kia Connect app, the programme will be rolled out across the company’s connected vehicle portfolio in phases.

The K.I.D score is calculated using a three-month rolling average based on parameters including rapid acceleration, rapid deceleration and sudden starts. To ensure data accuracy, the system applies a weighted value based on the specific vehicle. This methodology aims to reflect long-term driving patterns rather than isolated incidents.

The programme incorporates community-based leaderboards, allowing owners to compare scores and track their standing within the Kia community. By turning road safety into an interactive experience, the manufacturer intends to encourage responsible driving through recognition and competition.

The behaviour-based scoring system provides data to help users understand the impact of their habits on road safety. Kia is supporting the re-launch with a digital and press campaign to increase awareness among its customer base.

Atul Sood, Senior Vice-President – Marketing & Sales, Kia India, said, “Safety remains at the core of Kia’s philosophy, and with the re-launch of the Kia Inspiring Drive program alongside the New Seltos, we are taking another meaningful step towards encouraging responsible driving behaviour. By offering customers clear, data-driven insights into their driving patterns, the KID program empowers them to make safer choices on the road, while also enhancing their overall ownership experience.”