AI Evaluation Methods

AI Evaluation Methods

Author: Punit Bhatia | Data Privacy, Sourcing & EU AI Act Specialist | ISO Standards May 28, 2026 Duration: 7:07

How do you know if your AI is truly trustworthy, compliant, and ready for real-world use?


In this episode trailer, we explore the evolving field of AI evaluation from understanding why AI systems can behave unpredictably to applying structured methods that assess quality, risk, and compliance. Learn how organizations move beyond simple testing to adopt a full lifecycle approach, including evaluation-driven development, pre-release checks, and continuous monitoring after deployment.


 If you're working with frameworks like the EU AI Act, ISO 42001, or NIST, this conversation gives you practical insight into turning requirements into measurable, repeatable evaluation methods so your AI is not just functional, but reliable and responsible.


👉 Are you evaluating your AI systems or just deploying them? Watch the full episode to learn how to build trustworthy AI. 


⸻ 

Resources & Links 

 

Guest Links 
Stella Lui 

• Website: https://maven.com/  
• LinkedIn: https://www.linkedin.com/in/wenxingl/ 

 

Grow Skills (Privacy Courses & Insights) 

• Courses: https://growskills.store/courses/ 

• Insights: https://growskills.store/insights/ 

• Website: https://growskills.store/ 

 

FIT4Privacy 

• Website: https://www.fit4privacy.com 

• Podcast: https://www.fit4privacy.com/podcast 

• Blog: https://www.fit4privacy.com/blog 

• YouTube: http://youtube.com/fit4privacy 

 

Punit Bhatia 

• Website: https://www.punitbhatia.com 

 

Books  

• Be Ready for GDPR 

• AI & Privacy – How to Find Balance 

• Intro to GDPR 

• Be an Effective DPO 



Punit Bhatia, an expert in artificial intelligence, privacy, and sourcing, hosts The FIT4Privacy Podcast-AI and Privacy insights in collaboration with Grow Skills Store. Here, the often complex and rapidly changing worlds of data protection and AI are broken down into clear, practical conversations. Each episode delves into specific frameworks like GDPR and ISO standards, while also examining the broader ethical implications and the critical need for digital trust in modern business. The discussions go beyond theory, focusing on actionable insights that professionals can apply directly to their own management and operational challenges. This podcast serves as a vital resource for business leaders and managers navigating this landscape, featuring regular conversations with a variety of industry experts. The dialogue is grounded in real-world application, whether discussing evolving EU regulations or the practical intersection of AI and privacy law. Recognised for its quality, the series consistently ranks highly in its categories. For anyone looking to deepen their understanding of these crucial topics, this podcast offers a reliable and insightful guide through the complexities of compliance, ethics, and technology.
Author: Language: en-gb Episodes: 50

The FIT4Privacy Podcast | Exploring ISO Standards AI Privacy | Grow Skills Store
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