The Hidden Cost of AI Data, Logs & Privacy

The Hidden Cost of AI Data, Logs & Privacy

Author: Punit Bhatia | Data Privacy, Sourcing & EU AI Act Specialist | ISO Standards July 23, 2026 Duration: 7:52

We often hear that AI is data hungry but what about the massive amount of data it creates behind the scenes? 

 

In this episode, Punit and Antony uncover the hidden side of AI: the explosion of logs, metadata, and generated data that most people never think about. Every prompt, every interaction, every automated workflow produces layers of information, much of it containing signals about behavior, intent, and even personal data. 

 

As AI systems and agentic workflows scale, this “data exhaust” is growing into a tsunami of information bringing new challenges for privacy, security, and governance. The real risk isn’t just the data we give to AI, but the massive footprint it creates in the process. So, the key question is: Are we prepared to manage the privacy risks of AI’s hidden data layer? 

 

👉 Tune in to the full episode to explore the unseen risks of AI data and what organizations must do to stay ahead in a privacy-first world. 

 

Resources & Links 

Guest Links 

Antony Falco 

• LinkedIn:  

https://www.linkedin.com/in/antonyfalco/  

https://www.linkedin.com/company/hydrolix/  

 

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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