Digital New Product Developments Enhancements: Transformative technologies to expand virtualization frameworks for R&D. Allows solutions leveraging virtual validation, generative design, and modern simulation techniques to accelerate new product development (NPD) cycles and reduce time-to-market.

AI Based Simulation Platform: AI-driven solutions for predicting and optimizing thermal comfort, aerodynamic efficiency, and rider dynamics based on parameterized vehicle models, including layout and hard-point configurations, for superior performance.

Hydrogen Exploration: Solutions developing hydrogen-based fuels to support sustainable two-wheeler applications.

Design and Training: AR/VR technologies provide advanced solutions for vehicle design evaluation with customers, training, and showroom experiences, addressing key challenges like logistical costs, unstructured training, and limited vehicle availability. By leveraging features such as eye-tracking and immersive simulations, these solutions enhance customer engagement, streamline training, and improve design validation, making them particularly impactful in Tier 2 and 3 cities.

Product Design Validation: Leverage AR/VR for virtual design reviews to minimize logistical costs and new Product Design Validation with Customers through AR/VR.

Simulation Experience for Training Centers: Develop AR/VR-based two-wheeler training systems to standardize learning processes.

On-Vehicle AI with LLMs: Deploy Large Language Models (LLMs) directly on vehicle systems to enable real-time AI capabilities. This edge-based solution ensures computational efficiency, low latency, and functionality without reliance on network connections or external cloud infrastructure.

Last-Mile Delivery: Autonomous vehicle solutions for efficient hub-to-hub logistics, enabling platformized transportation and delivery operations.

Next-Gen Battery Solutions
Innovative advancements in battery technologies are driving the future of electric mobility.

Sodium-Ion Batteries: Affordable and Sustainable
Sodium-ion batteries offer a cost-effective and sustainable alternative to lithium-ion batteries, with abundant raw materials and superior thermal stability. These features make them ideal for expanding electric vehicle adoption while reducing reliance on scarce resources.

Efficient Thermal Management
Innovative thermal management systems without the need of external cooling systems, enhancing battery safety, performance, and longevity under diverse conditions.

Battery State of Health (SOH) Monitoring
SOH monitoring  ensures real-time assessment of battery performance, enabling predictive maintenance and optimized energy management for improved efficiency and extended lifespan.

EV 2W Battery as Home UPS
Repurposing EV batteries as home UPS systems combines charging and energy storage functionalities, offering households an efficient, cost-effective backup power solution.

Connected Vehicles – Safety, Comfort, and Tracking: Innovations in connected vehicles focus on ARAS for collision avoidance, Dynamic object detection, and blind-turn alerts tailored to Indian conditions.

Rider Health Monitoring systems track vitals and provide SOS alerts, enhancing rider safety.

Secure mobile-based digital keys ensure convenience and prevent false unlocking.

Bluetooth-enabled hardware tags enable real-time location tracking for connected and non-connected vehicles.

Data Monetization: Harness vehicle-generated data to create new revenue streams and optimize costs in R&D and manufacturing. By analyzing operational data, connected vehicles drive efficiency and offer insights for business and process improvements.

Interactive Voice-Controlled Rider Interface: Introducing conversational voice control for seamless interaction between the rider and vehicle. Integrated with the mobile app via Bluetooth headset or helmet, enabling the rider to communicate effortlessly with the vehicle for enhanced convenience and safety.

Smart Manufacturing & Diagnostics: Automated quality inspections to improve vehicle fit & finish, streamline production, and enhance operational efficiency via Vision Cameras solutions. Automated quality control systems inspect components at critical points in the supply chain—spanning plants, warehouses, and dealerships—to minimize fit-and-finish defects. Vision cameras integrated at the final inspection stage capture images and videos, which are analyzed through trained models to detect gaps, dents, paint peel-offs, loose fitments, and other quality issues. These systems, similar to those used in the FMCG industry for inspecting dispatch boxes or packaged items, ensure consistency and reliability in defect detection.

Lightweight Design: Leverage advanced materials and design optimization to improve vehicle efficiency and power-to-weight ratio.

Efficient Waste Management: Develop innovative waste management systems to address recycling inefficiencies, traceability, and circular economy goals.

Innovative Solutions targetting

Emerging Mobility Solutions

Mobility Platforms as a service

Enhancing Vehicle Insights and Firmware Reliability through Digital Twin Technology: A cloud-based digital twin for vehicles to replicate diagnostic and operational parameters (e.g., GPS, odometer, and vehicle status) under various environmental conditions. Integrate real-time defect and malfunction reporting to streamline issue identification remotely, minimizing the need for physical inspections. Enable ECU firmware simulations within the digital twin framework to validate software updates by testing responses virtually before deploying over-the-air (OTA) updates, ensuring reliability and efficiency in production vehicles.