Vehicle Data
Overview
The vehicle data domain, with a focus on telematics data, aims to harness information collected from onboard sensors and GPS systems to enhance vehicle performance, safety, and user experience. Telematics data provides real-time insights into vehicle operations, driving behavior, and environmental impact, enabling the development of innovative products and services.
Key Benefits
- Operational Efficiency: By monitoring vehicle performance and driver behavior, telematics helps optimize sensor performance, reduce warranty costs, and minimize development time, leading to significant cost savings
- Predictive Maintenance: Telematics data enables proactive maintenance by identifying potential issues before they become critical, reducing downtime and extending the lifespan of vehicles
- Safety Improvements: Real-time monitoring of driving behavior allows for corrective actions, reducing accidents and enhancing overall vehicle safety
- Regulatory Compliance: Vehicle Data systems help ensure compliance with regulations, avoiding fines and legal issues
- Enhanced Customer Satisfaction: By providing accurate vehicle status data and improving service reliability, telematics data helps businesses meet customer expectations and improve satisfaction
- Data-Driven Decision Making: The insights gained from telematics data support strategic decisions, such as fleet expansion, vehicle replacement, and investment in new technologies
Requesting Data
- Confluence - Data Collection Request
- Slack Channel - Channel for Vehicle Data Requests
Getting Access
All requests to access GM data must be reviewed and approved by GM’s privacy team via the Privacy Impact Assessment (PIA) tool. GM’s PIA tool helps to identify, assess, and mitigate privacy risks associated with a particular product or service—especially when it collects, uses, stores, or shares personal data. If a PIA has not been approved for your use case, you can submit one using the link: epia.gm.com.
- Access Instructions: T360 Onboarding
- Access Roles and Schemas: Vehicle Data (T360) My Access Entitlements and Schemas
- Access Levels: Reader, Developer, Tester, Enhanced
Explore the Data Catalog
Browse available vehicle datasets and schemas:
- Production data for all vehicle and telematics data- vehicle_data_prod
- Information about sensor data gathered directly from the vehicle regarding the vehicle’s operation and assessment. Includes Vehicle Task Manager elements and Vehicle Task descriptions. - Vehicle Data Glossary
- Cataloged and registered data products in the Vehicle Data Domain, including Super Cruise Data & Insights- Vehicle Data Products
Popular Use Cases and Starter Queries
- What DTCs have set on this vehicle?
- What is this vehicle’s charge status?
- What is this vehicle’s location?
- What lane change events occurred during a certain Super Cruise drive?
- What services is this vehicle enrolled in?
Sample Query
- Optimizing SQL Queries DBX Notebook: Starter Notebooks
Who's Using this Data?
Engineering Teams using Vehicle Data
- HV Battery Analytics - HV Team
- 12V Battery Data Analytics - 12V Team
- Product Safety Data Analytics - Product Team
- Geospatial Data & Services - Geospatial Team
- Applied Analytics & Insights - Applied Analytics Team
Reports and Dashboards
- Vehicle Data Engineering PowerBI Reports
- Vehicle Task Manager (VTM) Production Services
- VTM Compliance (Grafana)
- Control Plane Observability (Datadog)
- VTM Abstract Diagnostic Access (ADA) Errors Dashboard (Databricks)
Training & Learning Resources
Vehicle Data Fundamentals Course
Status: COMING SOON
Course will cover:
- Introduction to automotive telematics
- Understanding OBD-II protocols
- Connected vehicle architecture
API Documentation and Tutorials
Status: COMING SOON
Will include:
- Getting started guides
- Code samples and examples
- Best practices documentation
- Integration tutorials
Need Help? Connect with us
Support Channels
- Primary Channel for Data: #help-data
- Product Vehicle Data Request Channel: #product-vehicle-data-request
- T360 Jira Backlog
- Primary Contact for Data Access Questions: #enterprise-data-governance
Have an update? Send us your feedback via Slack at: #feedback-data-gm-com
Last updated: October 15, 2025 Document version: 1.0