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| Founders of Edgeverse India Pvt. Ltd |
Deep-tech startup to strengthen its AI-powered perception stack for two-wheelers and expand across mobility, industrial automation and defence
GVFL has invested ₹30 million in Edgeverse India Pvt. Ltd., a deep-tech startup developing edge AI-based perception technology for mobility and other real-world applications.The investment will support Edgeverse's next phase of growth, including the development of India-specific road intelligence, camera and radar technology, and the commercialisation of its AI-powered perception solutions.
Founded in 2023 by Arindam Ghosh, Subrata Debnath and Navaneeth A, Edgeverse is building a hardware-agnostic perception stack that combines edge AI with sensors such as cameras and radar. The technology is designed to help original equipment manufacturers (OEMs) and Tier-I suppliers deploy advanced safety and perception capabilities across vehicles.
Edgeverse's flagship offering, Perceiva ARAS, is an Advanced Rider Assistance System software stack designed for camera- and radar-based applications. The company is also developing an integrated ARAS solution comprising processor hardware, sensors and proprietary perception software.
India being the world's largest two-wheeler market and a leading producer presents a significant opportunity for advanced safety and rider-assistance technologies that can be deployed without substantially increasing the cost, size or power consumption of vehicles. With an estimated 375–400 million two-wheelers already on Indian roads, the market offers considerable scope for companies developing technologies tailored to local traffic and road conditions.
According to SIAM, India recorded 21.7 million domestic two-wheeler sales in FY2025-26, the highest ever for the segment and a 10.7% increase over the previous year. The country also recorded 5.18 million two-wheeler exports during the year, underlining its position as both a major consumption market and a global manufacturing and export hub.
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| Perceiva ARAS app on motorcycle digital cluster, Edgeverse India Pvt. Ltd |
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| ARAS Collision Zones-1, Edgeverse India Pvt. Ltd |
“Edgeverse is building a differentiated technology platform at the intersection of edge AI, perception and mobility safety. Its capabilities across both software and hardware, combined with a focus on solving for Indian road conditions, present an interesting opportunity in the evolving mobility technology ecosystem,” said Mihir Joshi, Managing Director, GVFL.
Edgeverse has previously received ₹18.5 million in seed funding from ARTPARK and was selected as one of the winners of the NASSCOM Mobility Innovation Challenge 2025. With the latest investment, Edgeverse is focused on translating its technology development and early industry engagements into scalable commercial deployments. The company aims to emerge as a trusted perception technology partner for OEMs and are in advance talks with the large global tier-I suppliers building India-focused camera, radar and edge AI solutions for the next generation of intelligent mobility.
“With GVFL's support, we are looking to accelerate product development and move towards wider commercial deployment,” said Arindam Ghosh, Co-Founder & CEO, Edgeverse. “Our vision is to make life-saving edge intelligence accessible and build technology in India that can compete globally.”
Edgeverse began with the objective of making two-wheelers safer through real-time sensing and intelligent alerts. The company has since developed its own processor board and camera module and conducted on-road testing for front- and rear-collision detection.
The startup has demonstrated its technology to potential customers, including Ather, and is engaging with players across the mobility and technology ecosystem such as Cavli and Qualcomm, as it works towards wider adoption of its perception stack. The company has also developed Perceiva DMS, a camera-based Driver Monitoring System for commercial vehicles, along with a radar perception stack.
Over the next six to twelve months, Edgeverse plans to build an Indian road dataset covering 100,000 kilometres, develop a 2MP camera and a 77 GHz radar module, and secure multiple commercial agreements for its ARAS and DMS solutions.
The company will also strengthen its team and explore applications across industrial automation and defence.
Edgeverse has previously received ₹18.5 million in seed funding from ARTPARK and was selected as one of the winners of the NASSCOM Mobility Innovation Challenge 2025. With the latest investment, Edgeverse is focused on translating its technology development and early industry engagements into scalable commercial deployments. The company aims to emerge as a trusted perception technology partner for OEMs and are in advance talks with the large global tier-I suppliers building India-focused camera, radar and edge AI solutions for the next generation of intelligent mobility.
“With GVFL's support, we are looking to accelerate product development and move towards wider commercial deployment,” said Arindam Ghosh, Co-Founder & CEO, Edgeverse. “Our vision is to make life-saving edge intelligence accessible and build technology in India that can compete globally.”
Edgeverse began with the objective of making two-wheelers safer through real-time sensing and intelligent alerts. The company has since developed its own processor board and camera module and conducted on-road testing for front- and rear-collision detection.
The startup has demonstrated its technology to potential customers, including Ather, and is engaging with players across the mobility and technology ecosystem such as Cavli and Qualcomm, as it works towards wider adoption of its perception stack. The company has also developed Perceiva DMS, a camera-based Driver Monitoring System for commercial vehicles, along with a radar perception stack.
Over the next six to twelve months, Edgeverse plans to build an Indian road dataset covering 100,000 kilometres, develop a 2MP camera and a 77 GHz radar module, and secure multiple commercial agreements for its ARAS and DMS solutions.
The company will also strengthen its team and explore applications across industrial automation and defence.














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