IAA MOBILITY 2025 | Carlinx Unveils the Next Evolution of Its MaaS Solution

MaaS+ Solution: A Full-Stack Integration of Software and Hardware

MaaS+ provides an integrated mobility solution built on the “EV + Platform + Energy” architecture, offering end-to-end support for global partners across green mobility, fleet management, and after-sales services — empowering fleets to operate more intelligently and sustainably. Within this framework, the Platform layer integrates Cloud and AI capabilities to form the digital core of fleet management: Hyper Flow serves as the cloud foundation, building a unified vehicle-cloud platform that connects systems and enables integration between vehicles and digital services; Hyper Agent, as the AI application platform, leverages this data foundation to deliver reasonable and scenario-based decision support, enhancing fleet operations and maintenance.

Hyper Flow | Vehicle-Cloud Integrated Platform Enabling High-Speed Data Connectivity

As the data foundation of MaaS+, Hyper Flow enables comprehensive data access and compatibility with multiple vehicle hardware terminals. It achieves millisecond-level real-time collection and edge-cloud processing of full-dimensional vehicle data. By integrating lightweight on-device models with domain-specific cloud models, Hyper Flow applies rule-based logic to intelligently collect and process vehicle data — establishing a unified vehicle-cloud architecture for diverse application scenarios.

Hyper Agent | AI-Powered Intelligent Agent Application Platform

As a scenario-based intelligent agent platform, Hyper Agent enables precise reasoning and decision-making based on intelligently collected data. Leveraging knowledge graphs and diagnostic information, it performs contextual analysis and solution generation across various after-sales scenarios.

For example, by applying intelligent models and algorithms to evaluate driving behavior, the system can detect and correct unsafe risky driving behaviors in real time, effectively reducing accident risks. Its diagnostic models continuously monitor and analyze vehicle health data, predict potential failures in advance, and provide data-driven maintenance recommendations, significantly enhancing vehicle reliability and safety.

Hyper Fleet | Intelligent Fleet Management Platform

The Hyper Fleet platform enables end-to-end lifecycle visualization and data-intelligent management of fleet assets. From vehicle procurement and operation to final decommissioning, every stage can be precisely monitored and controlled through the platform — effectively improving asset utilization while reducing idle time and resource waste.

● Asset Management:Hyper Fleet manages both tangible and intangible assets, including vehicle information, on- vehicle equipment, consumables, spare parts, and documentation. Through lifecycle-based tracking and analytics, it significantly enhances asset efficiency and management transparency.

● Operational Optimization: Powered by AI agents and automated workflows, the platform streamlines daily operations such as intelligent dispatching, route planning, and task allocation, helping reduce operational costs and improve overall efficiency.

● Risk Mitigation: By leveraging AI-driven monitoring, Hyper Fleet tracks driver behavior and vehicle conditions in real time, identifying and alerting potential risks such as sudden acceleration, harsh braking, or driver fatigue. This proactive approach effectively reduces accident rates and ensures driving safety.

ESG Value Loop | From Asset Management to Green Mileage

With its powerful intelligent capabilities, MaaS+ directly supports mobility enterprises in achieving their goals of carbon neutrality and sustainable transportation objectives. The platform’s data-driven and realtime vehicle asset evaluation provides credible references for official value assessments — activate dormant assets, enhance trust in high-value fleet operations, and break liquidity barriers traditionally associated with capital- intensive assets.

By combining domain-specific models with real-time operational management, MaaS+ optimizes route efficiency, energy utilization, and humancentric service assurance. In doing so, it enables enterprises to meet global sustainability standards while strengthening their competitiveness in ESG performance.