Development of a Big Data Analytics Platform for Enhancing Mobility Asset Development

The client faces a shortage of skilled software engineers capable of managing complex systems over extended periods, hindering the effective development and enhancement of mobility assets. They need a scalable, integrated data platform to streamline data collection, processing, and analysis for vehicle development projects, while ensuring rapid team onboarding and workflow alignment amidst evolving technology stacks.

A mid-to-large sized automotive technology firm specializing in mobility solutions, focused on leveraging data to optimize vehicle development and lifecycle management.

• Accelerate vehicle software development timelines through enhanced data-driven insights.
• Improve collaboration between internal R&D teams and external technical partners by providing integrated analytics tools.
• Expand platform capabilities to enable real-time data collection, enrichment, visualization, and model sharing.
• Support seamless integration with existing R&D tooling and external data sources via robust APIs.
• Enhance user experience with customizable dashboards and geospatial query capabilities.
• Ensure the platform is scalable, reliable, and secure to accommodate large datasets and sensitive information.

• Real-time data collection from vehicle sensors and systems.
• Data enrichment by integrating external sources and filling missing values.
• Automated big data analysis pipelines for pattern detection and model generation.
• Generation and validation of analytical results with options for sharing and publication.
• Customizable dashboards for visualization of analysis results, including geographic-based queries.
• APIs for seamless integration with existing R&D tooling and data download in multiple formats.

• Vehicle data sources for real-time data ingestion
• External datasets for enrichment and analysis
• Existing R&D tools via APIs for data integration and workflows
• Visualization systems for dashboards

• Scalability to handle increasing data volume from a growing fleet of mobility assets
• High performance with real-time data processing capabilities
• Security measures to protect sensitive vehicle and user data
• Availability and reliability to ensure continuous data ingestion and analysis
• Maintainability and ease of integration with existing development workflows

By implementing this data-driven vehicle development platform, the client aims to accelerate development cycles, improve collaboration efficiencies, and enhance platform functionalities, leading to increased operational velocity and a more innovative product pipeline. Anticipated outcomes include faster project delivery, better decision-making through advanced analytics, and a more flexible platform that supports future growth and technological advancements.