- TIER IV
- Autoware
- SoC
- Level 4 Autonomous
- University of Tokyo
- Carnegie Mellon University
- Hyundai IONIQ 5
- Toyota JPN TAXI
- Technical University of Munich
- Volkswagen T7 Multivan
- Shinpei Kato
- Yang Zhang
- Yutaka Matsuo
TIER IV Launches Data-Centric AI Software Stacks For Level 4 Autonomous Driving
- By MT Bureau
- March 17, 2026
Tokyo-headquartered deep-tech company TIER IV has announced that it has developed new software stacks for Level 4 autonomous driving powered by data-centric artificial intelligence. The software is available via Autoware, an open-source platform, and is designed to be hardware-agnostic, supporting various system-on-chip (SoC) and sensor configurations.
The software stacks are built on an end-to-end (E2E) architecture and offer two primary configurations to allow adaptability across diverse driving environments:
- Hybrid System: Utilises perception and planning AI. It employs diffusion models to capture temporal changes in surroundings and generates trajectories by combining machine learning models with environment perception.
- E2E System: Integrates perception, planning, and control into a single learning process. It uses world models to treat surroundings and driving status as vector representations, creating a pipeline from recognition to vehicle operation.
Automakers can use TIER IV’s machine learning operations (MLOps) platform to iterate AI models. The platform manages data-quality validation, anonymisation and tagging, while generating synthetic and real-world datasets for system evaluation.

TIER IV has commenced 60-minute test runs in three global hubs to validate the technology under distinct traffic conditions:
- Tokyo: Collaborating with the University of Tokyo using a Toyota JPN TAXI to evaluate urban hub-to-hub travel.
- Pittsburgh: Partnering with Carnegie Mellon University using a Hyundai IONIQ 5 for robotaxi tests between Pittsburgh International Airport and the university.
- Munich: Working with the Technical University of Munich using a Volkswagen T7 Multivan for safety evaluations in European urban scenarios.
While safety drivers remain on board to comply with local regulations, no manual intervention is expected during normal operation.
Shinpei Kato, Founder and CEO, TIER IV, said, “To achieve Level 4+ autonomy, we need technology that evolves autonomously alongside the environments it serves. Our new data-centric AI models and collaborative MLOps platform provide a common language and a shared foundation for the entire industry. By working with research institutions, industry leaders and the development community to advance autonomous driving technology through Autoware, we are creating an open, transparent environment that fosters continuous, collective innovation for the benefit of society.”
Yang Zhang, Chairman, Autoware Foundation’s Board of Directors, said, “Autoware serves as the global foundation where researchers, corporations and developers collaborate to advance autonomous driving software. Our collaboration with TIER IV strengthens the international framework for validating and refining E2E autonomous driving through real-world deployment. By testing across three continents, we are driving standards-based innovation and expanding an open ecosystem that lowers the barrier for a diverse range of partners to join and contribute.”
Yutaka Matsuo, Professor at the University of Tokyo, added, “The release of these software stacks and MLOps platform is a vital step toward deploying advanced AI models in industrial applications. By accumulating data from Japan’s distinctive traffic environments through our Tokyo testing and contributing those insights back to Autoware, we aim to further bridge the gap between academic research and real-world deployment.”
- Cars24
- Department of Promotion of Industry and Internal Trade
- DPIIT
- Ministry of Commerce and Industry
- Cars 24 Founders' Fellowship
- skill
- startup
- Vikram Chopra
Cars24 Partners DPIIT To Support Startups Focusing On AI, Mobility & Safety
- By MT Bureau
- August 05, 2026
Cars24 has signed a Memorandum of Understanding (MoU) with the Department for Promotion of Industry and Internal Trade (DPIIT), Ministry of Commerce and Industry, to support India's startup ecosystem through initiatives focused on artificial intelligence, mobility, and road safety.
As per the agreement, Cars24 will establish structured programmes for early-stage founders, granting access to its infrastructure, mentor network, funding sources, market connections and technical resources. In turn, the DPIIT will facilitate national outreach and ecosystem integration via the Startup India platform, supporting knowledge exchange, co-branding and policy engagement.
The partnership encompasses five specific areas of operation: mentorship for early-stage founders via the Cars24 Founders' Fellowship, training through Mobility and Autotech Skilling Programmes, technical support and AI integration via Cars24 Labs, investor connections through Fuel by Cars24 and the organisation of an annual Innovation Challenge and Road Safety Hackathon alongside the DPIIT.
Vikram Chopra, Builder, Cars24, said, “Cars24 is proof that Indian founders can start with a difficult, everyday problem and build something on a national scale. We want to pass that possibility on. Through this partnership with DPIIT, we are backing the next generation of builders with more than advice. We want to give them access, capital, talent and a real platform to test ideas that can make India move smarter and safer.”
A senior DPIIT official commented, “Industry participation is central to strengthening India’s startup ecosystem. Collaborations of this kind, where an established market leader opens up its scale, mentorship and resources to early-stage founders, are exactly the bridge between ambition and execution that young startups need. We welcome Cars24’s commitment to mentoring, skilling and supporting product startups across the country.”
The non-binding MoU establishes a framework for ongoing collaboration between both entities to foster technology adoption and entrepreneurship within the Indian mobility sector.
BMW Group Selects NXP Ultra-Wideband Technology For Fleet Deployment
- By MT Bureau
- August 04, 2026
NXP Semiconductors has announced that the BMW Group will deploy its Trimension NCJ29D6 Ultra-Wideband (UWB) family across its vehicle fleet, beginning with selected 2026 production programmes.
The hardware component integrates fine-ranging capabilities with short-range radar functionality on a single chip. This allows vehicle manufacturers to utilise a single system for multiple applications, including hands-free vehicle entry and occupant presence detection.
The integration supports BMW’s Digital Key Plus feature, which enables vehicle owners to substitute key fobs with smartphones or smartwatches. The system manages locking and unlocking functions as the user approaches or moves away from the vehicle. Additionally, the technology includes in-cabin radar monitoring designed to identify motion patterns consistent with occupants or animals left inside a parked vehicle, sending notification alerts to users to align with European and Chinese NCAP assessment protocols.
Markus Staeblein, Senior Vice-President and General Manager, Secure Car Access at NXP Semiconductors, said, “NXP’s proven Trimension UWB platform maximises value for OEMs, using a single system to deliver multiple new and differentiating features for drivers. Digital key and presence detection are just the beginning. OEMs will be able to deliver additional UWB-based features, such as kick sensing, intrusion alert or automatic charging, as they establish the secure hardware platform in their vehicles.”
- Envalior India
- DSM Engineering Materials
- LANXESS High Performance Materials
- Centre of Excellence
- electric vehicle
- CSR
- Nileshkumar Kukalyekar
Envalior To Launch Centre of Excellence In Pune For EV Skill Development
- By MT Bureau
- August 03, 2026
Envalior India, an engineering materials company formed through the merger of DSM Engineering Materials and LANXESS High Performance Materials, will inaugurate the Envalior Centre of Excellence in Electric Vehicle Technology on 5 August 2026 as part of its corporate social responsibility (CSR) program.
The CoE located at Marathwada Mitra Mandal's Polytechnic in Pimpri-Chinchwad, Pune, will be implemented by the BroadArks Foundation to provide vocational training in electric vehicle systems.
It plans to train 250 individuals annually through two courses: a Level 4 Certificate in EV Service, Safety & Maintenance and a Level 5 Advanced Certificate in EV Diagnostics & Systems.
The curricula align with the National Skills Qualifications Framework and carry certification support from the Confederation of Indian Industry. The programs target students from Industrial Training Institutes and polytechnics studying mechanical, electrical, electronics, mechatronics and computer science disciplines.
Training instruction covers classroom coursework and laboratory modules focused on vehicle architecture, battery management systems, charging infrastructure, thermal management, power electronics, diagnostics and workshop safety protocols. Practical assessments and industry projects form part of the curriculum structure.
Nileshkumar Kukalyekar, Business Director – South Asia, Middle East & Africa, Envalior, said, "The launch of the Envalior Centre of Excellence reflects our commitment to supporting India's transition towards electric mobility by investing in the people who will power it. Through this Centre, we aim to provide students with industry-aligned, hands-on training that prepares them for the evolving demands of the EV sector while contributing to a stronger and future-ready workforce."
In addition to student instruction, the facility is designed to support laboratory infrastructure and instructor development programs for technical education in the region.
- Hyundai Motor Group
- Junghyun Kwon
- Minwoo Park
- NVIDIA
- Samsung Electronics
- Dongwuk Kim
- Apple
- Tesla
- Jeremy MA
- Toyota Research Institute
- autonomous
Hyundai Motor Group Appoints Junghyun Kwon To Lead Autonomous Driving Unit
- By MT Bureau
- July 31, 2026
South Korean auto major Hyundai Motor Group has appointed Junghyun Kwon as Executive Vice-President and Head of the Autonomous Driving Development Center.
Kwon will oversee software engineering, deep learning integration, perception systems and commercialisation pathways for the group's autonomous mobility programs, reporting directly to Minwoo Park, President and Head of the Advanced Vehicle Platform (AVP) Division.
He joins the group following technical management roles in software development and artificial intelligence across international technology firms. Kwon previously managed autonomous driving software development and deployment at NVIDIA before directing intelligent robotics development at Samsung Electronics. His technical background covers machine learning models, computer vision systems and vehicle perception frameworks.
The executive appointment forms part of a broader recruitment sequence targeting software-defined vehicle architectures and autonomous driving systems.
Earlier in July, Hyundai Motor Group appointed Dongwuk Kim as Senior Vice-President and Head of the SDV Platform Development Center, following his work on wireless communication systems for mobile devices, robotics and vehicles at Apple and Tesla. The group also added Jeremy Ma as Senior Vice-President and Head of AVP Silicon Valley, drawing on his experience in robotics and autonomous systems at Apple, Toyota Research Institute and NVIDIA.

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