Reliable AI development starts with TÜV AUSTRIA

21.11.2025

TRUSTED AI by TÜV AUSTRIA makes AI projects trustworthy, secure and compliant.

80 percent of all AI projects fail – with generative AI even up to 95 percent. This is shown by current studies, analyses and reports, for example from the US think tank RAND Corporation, Fraunhofer, McKinsey and MIT. The reasons: a lack of processes for data quality and validation, unclear target definitions and unclear compliance requirements.

TRUSTED AI by TÜV AUSTRIA addresses these problems and avoids risks. An interdisciplinary team of data scientists, auditors, engineers and researchers supports AI projects by checking models, data protection and ethical requirements. So that AI projects are implemented successfully and in compliance with the law.

Andreas Gruber, managing director TRUSTIFAI, an artificial intelligence joint venture of TÜV AUSTRIA and Software Competence Center Hagenberg (C) TÜV AUSTRIA, Mario Koller

Why TRUSTED AI? When developing AI systems, fundamental errors can jeopardize reliability, compliance and safety. TÜV AUSTRIA ensures that AI projects have a solid foundation right from the start.

Andreas Gruber, Managing Director of TRUSTED AI by TÜV AUSTRIA and SCCH: “Our services guarantee success. We support clients of AI projects right from the initial consideration phase – long before the project starts. In this way, we set the decisive course for AI projects to be implemented sustainably, safely and within an appropriate budget.”

This is made possible with individual workshops on AI Act, operator obligations, AI management systems, trustworthy AI development and AI security, as well as AI Operations & Monitoring, which helps to define and implement a robust AI operating strategy.

TÜV AUSTRIA also provides tailor-made expertise for critical systems – for which an independent conformity assessment is mandatory under the AI Act – with GAP analyses and risk classification, performance tests and inspections as well as preparation for certifications according to the TRUSTED AI by TÜV AUSTRIA test scheme and international standards.

Andreas Gruber: “From strategy to certification – trustworthy AI does not happen by chance. It is the result of expertise, responsibility and foresight. This is exactly what we bring to every project. With TÜV AUSTRIA, our customers are up and running faster, more cost-effectively and reliably with every AI project.”

Contact information

TÜV AUSTRIA AI whitepaper

The recently published TÜV AUSTRIA AI whitepaper “Safe and Certifiable AI Systems: Concepts, Challenges, and Lessons Learned” is available free of charge at en.tuvaustria.com

More about TRUSTED AI by TÜV AUSTRIA

Whitepaper „Safe and Certifiable AI Systems“

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