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technology into mapping systems, which is unlike the traditional crowd-sourced data that rely on surveys and can be out-of-date, Netradyne is employing real-time data that is captured by its system directly from vehicles that ply on the road.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

LG Innotek has expanded its partnership with Zoox to supply camera modules for the serial production of its purpose-built robotaxis. The agreement marks an extension of the multi-year relationship between the two companies as Zoox scales up its autonomous vehicle manufacturing.

It was last year, Zoox opened a serial production facility in Hayward, California, to manufacture its robotaxis and launched a ride-hailing service in Las Vegas.

As per the agreement, LG Innotek will supply high-resolution automotive cameras as part of the robotaxi's sensor suite, which provides 360-degree coverage through overlapping fields of view.

The camera modules feature five fields of view depending on their mounting positions across the vehicle. Built with optical design technology adapted from mobile camera modules, the units are waterproofed to operate under varied environmental conditions. The components are currently being fitted to Zoox robotaxis as part of the vehicle's core perception hardware system.

Gabriel India, the listed flagship company of Anand Group, has entered into a joint venture with South Korea-based HL Klemove to acquire a 30 percent minus one share stake in HL Klemove India for USD 98.44 million (INR 9.35 billion).

The joint venture will focus on the development, manufacturing and commercialisation of autonomous driving components, Advanced Driver Assistance Systems and automotive electronics.

The product portfolio includes radar, front cameras, LiDAR, automated driving and parking control units with embedded ADAS software, brake electronic control units, steering electronic control units, chassis control units and torque sensors.

Jaisal Singh, Vice-Chairman, Anand Group, said, “As a key growth engine of the Anand Group, Gabriel India is focused on building scale, enhancing competitiveness, and broadening its presence across high-growth automotive segments. Our latest joint venture with HL Klemove represents a strategic step forward in this endeavour.”

Anjali Singh, Executive Chairperson of Anand Group and Gabriel India, said, “Bolstering our position across critical automotive systems while expanding our participation in future-oriented mobility and automotive technology segments, this new JV for autonomous driving and automotive electronics marks an important inflection point, enabling Gabriel India to further diversify its portfolio and strengthen its participation in emerging mobility segments.”

Mahendra K Goyal, Group CEO, Anand and Managing Director of Gabriel India, said, “Beyond unlocking new opportunities for growth, this collaboration will foster deeper OEM engagement, expand our participation in future mobility solutions and create enduring value for all stakeholders.”

The investment aligns with Gabriel India’s strategy to expand into automotive sectors, following previous joint ventures in sunroofs, lubricants, electric vehicle fluids and precision fasteners.

CarYaar Auto Private Limited, a DPIIT-recognised technology startup, has announced the appointment of Sahaib Singh as its new Co-Founder and Head of Technology. The company, which operates within India’s fragmented car servicing ecosystem, is focused on integrating transparency and digital trust into the automotive aftermarket. Singh’s arrival marks a pivotal moment for the firm as it works to expand its technological infrastructure and formalize a sector traditionally characterised by informal practices.

Bringing over a decade of experience as a full-stack technologist across mobility, freight and artificial intelligence platforms, Singh will now spearhead the company’s technology strategy and product development. His leadership comes at a critical juncture as CarYaar advances its integrated digital platform, which aims to seamlessly connect car owners, workshops and other stakeholders within the automotive service network. The company is prioritising practical solutions over complex enterprise systems, developing a mobile-first, offline-capable and WhatsApp-native interface to ensure accessibility for multi-brand workshops and customers alike.

Under Singh’s technical direction, the platform is being tailored to serve three distinct user groups with specific operational tools. Workshops are equipped with digital job cards, photo-based inspections, parts tracking and billing systems, while service advisors and managers receive web-based applications for estimate creation and analytics. For car owners, the service enables booking, real-time job tracking and digital payments through WhatsApp, eliminating the need for a separate application. The overarching goal is to use technology not merely to digitise existing processes but to fundamentally enhance the relationship between vehicle owners and service providers.

CarYaar’s model emphasises transparency through features such as real-time photo documentation, pre-approved estimates and digital billing, offering customers clear visibility into their vehicle’s service journey. Currently operating with a network of certified empanelled workshops in the Mumbai Metropolitan Region, the startup is actively building a broader technology-enabled ecosystem that includes multi-brand services, roadside assistance and spares management. This strategic expansion reinforces the company’s commitment to developing simple, accessible and genuinely useful technology for the Indian workshop environment.

Joel Daniel D’Souza, Co-Founder & Director, CarYaar Auto Private Limited, said, “Sahaib brings a strong combination of technology depth and experience across mobility and emerging technology platforms. As we scale CarYaar, technology will be central to how we connect customers and workshops, create transparency and bring greater efficiency to the entire ecosystem. His leadership will be critical as we move from building the foundation to scaling the platform.”

Tata Communications and Tata Motors Passenger Vehicles have entered into a collaboration to equip the Sierra.ev with embedded 5G cellular connectivity, targeting the deployment of software-defined vehicles (SDVs) in India.

As per the understanding, the Tata Communications MOVE Connected Vehicle Platform will integrate into the car's software architecture, designated as N.IO. The system supports artificial intelligence applications, content streaming, over-the-air software updates, optional subscription packages and vehicle functions including emergency calls, remote assistance and real-time diagnostics.

Vivek Manglik, Executive Vice-President of Interaction Fabric at Tata Communications, said, “Tata Motors Passenger Vehicles has consistently set benchmarks for innovation in the automotive industry, and we are excited to collaborate on the launch of the Sierra.ev. As vehicles evolve into intelligent ecosystems that enable a growing range of services and applications, the underlying digital fabric will be central to fostering innovation and scaling new capabilities. This collaboration reflects a shared commitment to shaping a smarter mobility experience that will securely enhance convenience and personalisation.”

Sven Patuschka, CTO, Tata Motors Passenger Vehicles, said, “As vehicles become increasingly software-defined, highly intuitive digital connectivity and services will play a central role in shaping customer experiences. The Sierra.ev marks an important step in this evolution, and our collaboration with Tata Communications provides the robust digital backbone required to deliver seamless connectivity, continuous innovation, and enhanced in-vehicle experiences. Together, we are enabling technologies that allow vehicles to adapt, improve, and deliver greater value throughout their lifecycle.”