Post by Darmadi .

On-Device AI Agent / Edge AI Post 1: Example in Automotive Industry – In-Vehicle AI Service Advisor Most vehicle owners only discover problems when a warning light appears—or worse, when the vehicle breaks down. What if every vehicle had its own AI Service Advisor? Imagine an On-Device AI Agent continuously analyzing: 🔹 Battery performance 🔹 Driving patterns 🔹 Brake wear 🔹 Suspension conditions 🔹 Motor and transmission behavior Instead of simply reporting faults, the AI proactively explains: “Based on your driving habits and current component health, your front brake pads are likely to require replacement within the next 2,000 km.” The recommendation is generated directly inside the vehicle without requiring cloud connectivity. Business Scenario An automotive OEM deploys AI agents across its vehicle fleet. The agent acts as a personalized digital service consultant, creating maintenance recommendations unique to each vehicle. Business Benefits ✅ Increased after-sales revenue ✅ Reduced roadside breakdowns ✅ Higher customer loyalty ✅ More accurate service planning Why On-Device AI? Vehicle health analysis must remain available regardless of network coverage. The next generation of customer experience may come from an AI advisor riding inside every vehicle. #Automotive #SoftwareDefinedVehicle #OnDeviceAI #EdgeAI #CustomerExperience 🔔 Follow for enterprise AI strategy, governance, and operating model insights 📩 Message me if you need to discuss your enterprise AI roadmap