Quality Insights

18.02.2026

Agile quality assurance, Artificial intelligence

AI in the CI/CD pipeline
A hackathon demonstrates how it works

CI/CD pipelines generate thousands of log lines every day. At an AI hackathon, a team led by our colleague Yu Zou developed a tool that automates error analysis, solution proposals, and risk assessment. A field report.

16.02.2026

Artificial intelligence, Regulatory Affairs

How to secure AI systems: Why traditional testing is not enough

AI software behaves fundamentally differently from traditional applications. Those who test it using conventional methods risk blind spots in audits and approvals. Which approaches will make a difference in 2026?

10.02.2026 by Matthias Lutz

Artificial intelligence

From AI pilot trap to productive application

75 percent of companies are experimenting with AI, but only 25 percent are achieving measurable benefits. What distinguishes successful AI projects from unsuccessful ones? The answer lies not in technology, but in strategy, implementation, and change management.

05.02.2026

Cyber Security, Testing

Securing automotive software: Automation, safety and security

Seit Juli 2024 gelten verschärfte Cybersecurity-Anforderungen für Fahrzeuge. Wie Sie Automotive Software durch Testautomatisierung und integrierte Safety-Prozesse absichern.

26.01.2026

Digital transformation, Healthcare IT

SAP IS-H will be discontinued in 2030: How to future-proof your hospital IT now

SAP IS-H will be discontinued in 2030. What may initially sound like a burden for many hospitals is actually an opportunity to comprehensively modernize healthcare IT and realign digital processes.

15.01.2026

Automotive SPICE®, Testing

Quality assurance for automotive software: From testing to ASPICE 4.0

Today's vehicles contain over 100 million lines of code. How can quality assurance be achieved with this level of complexity? The first part of our series of articles shows the path from requirements to ASPICE.

16.12.2025

Artificial intelligence, Press & News

AI in software development: Practical insights at the AI Afterwork Meeting

Over 30 participants exchanged ideas about the use of AI in software development at our AI Afterwork Meeting. Siemens Healthineers and Fresenius Medical Care shared their practical experiences – from generative AI to automated testing.

04.12.2025

Regulatory Affairs

Homologation: Why certification determines market success or failure

No market access without valid homologation: The certification process determines the success or failure of vehicles and medical devices. Learn why many companies underestimate this critical step—and how you can avoid delays and additional costs.

30.10.2025

Artificial intelligence, Regulatory Affairs

Cyber Resilience Act and AI in medical technology
Implementing product safety in practice

How AI is changing product development and what the Cyber Resilience Act requires for secure software in medical technology. With practical frameworks, risks, and measures.