A Proof of concept to prove Airborn noise simulation of Engine at rider ear level &/or at distant level.

Technologies/Proposals that can enable high level transformation to expand virtualization framework for R&D. We invite technologies/solutions to help us reduce the new product cycle time through use of digital technologies for NPD - Virtual validation, Generative Design & Modern Simulation Techniques

 1. AI based solution development to predict and drive Thermal comfort and Aero dynamic vehicle performance

2. AI based solution development to predict rider comfort & vehicle dymanic performance based on the parameterised vehicle model (including vehicle layout-hard points)

Trend - More than One Route to Sustainability Although the near future is still inclined towards EV's, other technologies and energy sources/ carriers are being proved in different markets. As a part of our long term vision to explore alternate gaseous fuels, R&D wants to explore viable alternatives (like Hythane, H2 Fuel Cells) for 2w application

Design and Training : Leverage AR/VR solutions for structured two-wheeler training and showroom experiences, addressing unstructured learning and limited vehicle availability in Tier 2 and 3 cities.

Smart Vehicle Connectivity : Leverage smart sensors, mobile access,digital twin and data-driven fleet management platform to enhance rider safety, convenience, and create new revenue opportunities for vehicle operations.

Quality Inspection Automation : Improve quality control with defect detection and lab simulations through advanced digital twin technologies.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.