The Upstream Blog
- 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…
- 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
Lesen Sie auf Deutsch Lire en français In October 2025, a software engineer decided to test the limits of a driverless fleet system by…
- Connected Vehicle
- Cybersecurity
- Mobility API Security
When API Security Fails, Mobility Breaks: Lessons from 2025’s Cyber Incidents
With just over three months left in 2025, one thing is already clear. One of the weakest links in connected mobility is APIs. Oversights that…
- AI in Mobilty
- Connected Vehicle
- Cybersecurity
- Mobility API Security
The “Billion Dollar Automotive Cyber Club” Highlights a Wake-Up Call for OEMs
Just weeks ago, a major European automaker was forced to shut down production for an extended period after a large-scale cyber attack crippled its IT…