Development

Automotive Digital Twin Services

Bridging Physical Reality and Digital Intelligence

At Associative, we provide cutting-edge automotive digital twin services designed to help manufacturers, developers, and innovators create high-fidelity virtual replicas of vehicles and systems. Headquartered in Pune, India, our team of expert software developers and engineers transforms visionary automotive concepts into scalable, data-driven digital realities.

Leveraging our flagship R&D platform, NexusReal, we combine intelligence-fused reality with professional simulation tools to bridge the gap between digital intelligence and physical automotive performance.

Our Automotive Simulation & Digital Twin Capabilities

We offer a comprehensive suite of services to support the full product lifecycle of modern vehicles, from autonomous testing to virtual showrooms.

1. Autonomous Vehicle Testing & CARLA Integration

We specialize in professional-grade simulations using CARLA, the open-source simulator for autonomous driving research.

Virtual Prototyping: Test sensor suites (Lidar, Radar, Cameras) in diverse weather and lighting conditions.
Traffic Scenarios: Create complex, real-world urban environments to validate self-driving algorithms.

2. Immersive AR & VR Experiences

Using Unreal Engine 5 and Unity, we build immersive worlds for the automotive sector:

Virtual Showrooms: Allow customers to explore vehicles via Apple Vision Pro or Meta Quest.
Interactive Training: Develop AR manuals and VR maintenance simulations for technicians.

3. AI & Computer Vision for Vehicles

Intelligent Systems: We utilize TensorFlow, PyTorch, and OpenCV to build computer vision models for object detection and lane tracking.
Gaussian Splatting & NeRFs: We use Neural Radiance Fields to create hyper-realistic 3D digital twins of physical vehicle parts and interiors.

4. IoT & Real-Time Data Visualization

Connect your physical assets to the digital world. We provide end-to-end IoT solutions using AWS IoT and embedded systems (Arduino, Raspberry Pi) to stream real-time telematics data into your digital twin dashboard.

Why Choose Associative?

Technical Excellence

As an Adobe Bronze Solution Partner and Strapi Official Reseller Partner, we bring enterprise-grade technical expertise to every project. Our massive technology stack includes C++, Python, Rust, and Java, ensuring we use the right tools for high-performance automotive computing.

Absolute Confidentiality & IP Protection

Strict NDAs: We prioritize your proprietary designs and data.
No Public Portfolio: To protect our clients' intellectual property, we do not share project details publicly.
100% Ownership: Upon final payment, you receive full ownership of all source code and IP.

Transparent Operational Model

We operate on a time-and-materials basis with unyielding transparency.

Flexible Engagement: 3 to 9 hours of dedicated development per day.
Daily/Weekly Billing: You only pay for the work performed, with detailed tracking of project milestones.