Any of our services are based on and subject to the respective DataPilot package (Starter, Professional, Enterprise) booked by the customer. Such packages may vary and limit in particular the storage space and computation capacity with respect to our services. As a consequence, our service may e.g. take longer to provide results if fewer computation capacity or storage space is booked by the customer. Details with regard to the respective parameters of packages to be booked may be found in our pricing list which can be obtained directly from COMPREDICT GmbH and/or in the order form signed by COMPREDICT GmbH and the customer. Should – for whatever reason – a booked service not be linked to a particular package then the storage space and computation capacity shall in any case be subject to the limitations defined within the largest package in the pricing list.
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Project Management Cloud Service
The Project Management Cloud Service facilitates the organization and oversight of data projects on the DataPilot platform. Users can manage a list of projects, each linked to specific vehicle datasets and data processing workflows, allowing for structured organization and navigation through DataPilot. With predefined project statuses and filtering capabilities, users can monitor, create, and delete projects.
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Vehicle Management Cloud Service
The Project Management Cloud Service facilitates the organization and oversight of data projects on the DataPilot platform. Users can manage a list of projects, each linked to specific vehicle datasets and data processing workflows, allowing for structured organization and navigation through DataPilot. With predefined project statuses and filtering capabilities, users can monitor, create, and delete projects.
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Automated Signal Mapping Cloud Service
The Automated Signal Mapping Cloud Service leverages artificial intelligence to automatically recognize, classify, and standardize vehicle signals and their respective units from uploaded measurement data. Rather than requiring users to manually match their proprietary signal names to a standardized naming convention, the service uses AI-based algorithms to identify signal types and map them to the correct standardized inputs automatically. Users retain full control to review, adjust, and confirm the AI-generated mappings. This service significantly reduces the time and effort required for data preparation, enabling faster onboarding of new datasets regardless of their source format.
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Vehicle Data Upload and Storage Cloud Service
The Vehicle Data Upload and Storage Cloud Service facilitates the uploading and secure storage of vehicle measurement data utilized within DataPilot projects. It supports common automotive data formats and ensures data organization by storing the data specific to each project and vehicle. Additionally, it serves as the foundational storage platform for all processed outputs generated through DataPilot’s cloud-based data quality, cleaning, and labeling services. This service provides for the accessibility and management of vehicle data throughout the entire data preparation workflow.
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Data Quality Check Cloud Service
The Data Quality Check Cloud Service performs automated quality checks on uploaded vehicle measurement data. A comprehensive suite of pre-defined and AI-powered checks, curated by COMPREDICT’s data science experts, assesses the quality of the data across multiple dimensions including signal completeness, plausibility, noise levels, outlier detection, and temporal consistency. By providing detailed indications of data quality, the service assists users in determining whether the data meets the standards necessary for their intended use cases. Additionally, it alerts users to specific quality issues found, providing actionable insights to guide data improvement efforts.
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Data Cleaning Cloud Service
The Data Cleaning Cloud Service provides automated and semi-automated tools for resolving data quality issues identified during the quality check process. This service offers a range of cleaning operations including outlier removal, noise filtering, gap filling through interpolation, timestamp correction, and signal resampling. Users can apply predefined cleaning strategies recommended by COMPREDICT’s data science experts. All cleaning operations are tracked and documented, ensuring full traceability and reproducibility of the data preparation process.
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Data Labeling Cloud Service
The Data Labeling Cloud Service enables automatic and manual labeling of events, maneuvers, and scenarios of interest within vehicle measurement data. Leveraging rule-based and AI-powered algorithms, the service automatically detects and tags driving events such as braking maneuvers, lane changes, acceleration phases, and other predefined or custom scenarios. Users can review, modify, and supplement the automatically generated labels. This service transforms raw time series data into richly annotated datasets, enabling engineers to quickly find and filter specific driving scenarios for their analysis and modeling needs.
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User Management Cloud Service
The User Management Cloud Service enables organization administrators to manage user accounts, roles, and permissions within the DataPilot platform. Administrators can invite new users, assign role-based access levels, and control which projects and datasets individual users or teams can access. This service supports collaboration across teams while maintaining data security and access governance in accordance with the customer’s organizational policies.
DataPilot Cloud Policies:
Your order for the DataPilot cloud service is in any case further subject to the COMPREDICT DataPilot General terms and conditions, which may be viewed at compredict.ai/saas/general-terms-and-conditions.
