The Upstream Blog
- Cybersecurity
- Mobility API Security
Control Plane Under Attack: How a Platform Outage Escalated into Vehicle Access Failure
In late January 2026, a cyber incident hit a Russia-based provider of after-market automotive security, alarm, and remote access capabilities. Within hours, driver communities were…
- Proactive Quality Detection
The Grinch Who Stole X-MIS
2026 After-Sales Quality New Year Resolution: AI-Powered Pre-Claim Detection As the automotive industry closes another year defined by rapid innovation, software maturity, continuous focus on…
- Proactive Quality Detection
On Fire, and Not in a Good Way: Predictive Quality Analytics is a Game Changer
Electric and hybrid vehicles are transforming the industry, but they’re also introducing new quality and safety challenges. As automakers push toward electrification, the complexity of…
- AI in Mobilty
- Proactive Quality Detection
When Cars’ Data Complains Before Drivers Do: The AI Shift from Reactive to Proactive Investigations of Vehicle Quality
Automakers are waking up to a new reality: proactive pre-claim quality detection, powered by continuous monitoring and advanced AI Automotive after-sales has traditionally operated in…
- Connected Vehicle
- Cybersecurity
Protecting the Cyber-Physical Spectrum of the Commercial Vehicle Ecosystem
In the past decade, the commercial vehicle ecosystem has transformed from a mechanical network into a hyperconnected digital organism. Trucks talk to dispatch centers. Trailers…
- AI in Mobilty
- Connected Vehicle
- Cybersecurity
When You Can Finally Talk With Your Vehicle Data: LLMs in Automotive
AI has moved from proof-of-concept to boardroom priority across the automotive sector. Every OEM today is investing in ways to make smarter decisions from the…
- AI in Mobilty
- Connected Vehicle
- Cybersecurity
The Next Generation of Ontology: Using Live Digital Twins to Drive Automotive AI Adoption
For years, the automotive industry has invested heavily in connecting vehicles, building data pipelines, and defining architectures to make sense of it all. Yet, despite…
- Connected Vehicle
- Cybersecurity
- Mobility API Security
Fifty Robotaxis, One Dead End: A Real-World Stress Test for Mobility API Resilience
In October 2025, a software engineer decided to test the limits of a driverless fleet system by turning it into the subject of a…