AI for Commercial Vehicles
From Development to Every Mile and Beyond
Actionable intelligence across the vehicle lifecycle to build better, operate smarter, and service faster.
Intelligence Across the Commercial Vehicle Lifecycle
Test and Validation
Accelerate validation across every operating environment
Prepare commercial vehicles for diverse operating environments and duty cycles with AI-powered validation, root cause analysis, and real-world operational data. Validate performance across varying loads, terrains, climates, and usage profiles before vehicles enter production.
After-Sales Service
Transform vehicle data into predictive maintenance and service intelligence
Move beyond diagnostics with AI-powered prognostics that help OEMs anticipate vehicle issues, optimize warranty decisions, and enable fleet operators to reduce unplanned downtime through predictive maintenance and actionable service insights.
How Hyundai Used Sonatus to Power Their Next-Gen Commercial Vehicle Platform and Services
Discover how Hyundai Commercial Vehicles launched the XCIENT Fuel Cell Truck and ELEC CITY Bus, delivering a new era of fleet innovation. With the help of Sonatus, Hyundai sought a flexible, scalable vehicle network that reduced design time, lowered costs, and enhanced digital services.
Fastlane Platform
Related resources
How can commercial fleets benefit from AI?
Recorded live at ACT Expo 2026, host John Heinlein interviews former UPS fleet manager Lawrence Bader on the evolution of fleet technology, including keyless systems, AI-driven predictive maintenance, and autonomous trucking. Bader emphasizes that to remain competitive, fleets must start small, iterate quickly, and integrate technologies across all operational departments.
Maximize Pre-SOP Resources and Reduce Development Costs for Commercial Vehicles
Pre-Start of Production (pre-SOP) testing and validation is one of the most resource-intensive phases a commercial vehicle OEM undertakes when…
Autonomous Trucking, Innovation and Fleet Data
Recorded live at ACT Expo 2026, this podcast episode features Matt McLelland of Covenant Logistics discussing how the company evaluates diverse fleet technologies, from autonomous vehicles and electric trucks to data analytics. He highlights practical implementations like electric APUs and shares how combining data sources provides the context needed to proactively improve driver safety and wellbeing.
FAQ
Sonatus provides a cloud-to-edge AI platform that supports commercial vehicles from prototype validation through production and after-sales service. OEMs can collect richer operational data during development, deploy intelligent capabilities into production vehicles, and continuously improve fleet performance with AI-powered diagnostics, predictive maintenance, and updateable AI models.
Yes. Sonatus supports industry-standard commercial vehicle communication protocols, including J1939 and CAN, along with Ethernet and other vehicle protocols. The platform integrates with existing vehicle architectures to collect operational data, monitor vehicle health, and deploy intelligent applications without requiring fundamental changes to vehicle electronics.
Sonatus combines intelligent vehicle data collection, edge AI, and cloud-based analytics to continuously monitor vehicle health and identify emerging issues before failures occur. By deploying AI models directly on vehicles and continuously learning from fleet-wide operational data, OEMs can enable condition-based maintenance strategies that reduce unplanned downtime and improve service efficiency.
Sonatus helps OEMs and fleet operators detect issues earlier, accelerate diagnostics, and proactively address vehicle conditions before they become costly failures. AI-powered monitoring, predictive maintenance, and edge intelligence reduce unnecessary service events, improve vehicle availability, extend component life, and lower overall operating costs across the fleet.
Sonatus supports a wide range of commercial vehicle applications, including prototype validation, fleet monitoring, condition-based maintenance, predictive diagnostics, over-the-air software deployment, virtual sensors, anomaly detection, intelligent data collection, engineering investigations, warranty analysis, and continuous fleet quality improvement. The platform is designed to support trucks, buses, vocational vehicles, and other commercial vehicle platforms.
Yes. Sonatus enables OEMs to deploy, manage, and update AI models throughout the vehicle lifecycle. Models can be versioned, orchestrated, and distributed over the air, allowing manufacturers to continuously improve diagnostics, predictive maintenance, virtual sensors, and intelligent vehicle applications without requiring hardware changes.