Automotive & Mobility

A manufacturing agent that pulls operational, quality and equipment maintenance information from factory systems that were previously scattered, and answers shop floor questions asked in plain language, drawing on internal documents and expert know how. It also stores root cause analyses and corrective measures that used to live in individual workers' experience, so they can be standardised. In pilot at the Ulsan electric vehicle plant since September 2026, and shared with Kia under the E-FOREST programme.

The supplier has begun testing the platform on its surface mount technology lines, using real time downtime labelling and AI assisted root cause analysis to identify production problems. The scope is deliberately narrow, covering SMT lines rather than the whole plant network.

AI agents combine equipment, MES and enterprise data to investigate quality, planning and operations problems on HARMAN's electronics lines, starting from a lighthouse plant in Suzhou and now live across four sites. Results reach the floor as prioritised alerts, guided workflows and role based actions.

LLM-based in-vehicle voice AI agent enabling natural conversation and direct voice control of in-car functions, first applied to the New Grandeur.

A next-generation conversational in-car assistant built on Amazon's Alexa+ LLM architecture, enabling natural free-flowing dialogue to control vehicle functions and access information, debuting in the BMW iX3.

Generative-AI voice recognition assistant enabling natural-language, context-aware conversation and control inside Kia vehicles.

In-vehicle AI agent built on Li Auto's MindGPT that autonomously invokes vehicle controls and third-party apps (e.g., ordering via Meituan, QR-code parking payment) with personalized memory.

Generative-AI production copilot for real-time production issue troubleshooting and root-cause analytics on the factory floor.

System of specialized generative-AI agents (e.g., Vibration Agent, Fuel Consumption Agent) that capture and share veteran engineers' expertise to speed vehicle development.

A generative-AI in-car avatar companion that answers vehicle questions, controls features by voice, and makes proactive driving suggestions.

An AI-upgraded in-car voice companion that handles open-domain chat and encyclopedic questions in addition to controlling vehicle functions for NIO EV owners.

Gives production employees a voice-based assistant inside the MO360 digital production ecosystem to analyze shop-floor data such as quality management signals.

An in-car voice-controlled conversational agent supporting Indian languages that lets drivers control vehicle functions and get information by voice.

Autonomously handles tow-truck dispatching and pushes live status updates to stranded members, with humans stepping in for urgent or high-priority situations; also aims to surface membership renewal and cross-sell offers.