AI Privacy Guidance: Simplifying Compliance for Businesses

Data Privacy & Compliance Business & Technology
Ankit Agarwal
Ankit Agarwal

Growth Hacker

 
November 6, 2025 4 min read

The Office of the Australian Information Commissioner (OAIC) has released new guides to clarify how Australian privacy laws apply to artificial intelligence (AI) and assist businesses in compliance. The first guide focuses on businesses using commercially available AI products, while the second targets developers using personal information for training generative AI models. The guides are designed to enhance understanding and compliance regarding privacy obligations when utilizing AI technologies.

New AI guides for businesses aim to make privacy law compliance easier

Image courtesy of Australasian Lawyer

Privacy Commissioner Carly Kind stated, “How businesses should be approaching AI and what good AI governance looks like is one of the top issues of interest and challenge for industry right now.” The OAIC emphasizes that businesses must ensure robust privacy governance and safeguards to uphold community trust.

For businesses, the key expectations include a cautious approach to AI usage, assessing privacy risks, and verifying that AI-generated outputs comply with existing privacy laws. The OAIC has articulated its stance on the necessity of transparency and accountability in AI practices to build trust with consumers.

For more details on the guides, see the Guide for Businesses Using AI Products and the Guide for AI Developers.

Privacy Compliance Concerns with AI

As AI adoption increases, concerns regarding the protection of personal information have risen. A survey indicated that nearly 75% of tech professionals rank data privacy as a top concern when using AI tools. Key privacy regulations relevant to businesses include the General Data Protection Regulation (GDPR), California Consumer Privacy Act (CCPA), and Health Insurance Portability and Accountability Act (HIPAA).

Image

Image courtesy of Elite Agent

  • GDPR: This regulation applies to any company handling personal data of EU residents and emphasizes consent, data transparency, and lawful bases for processing data.

  • CCPA: This U.S. regulation gives California residents rights concerning their personal data, including the right to know, delete, and opt-out of data sales.

  • HIPAA: This law governs medical data and must be adhered to by healthcare providers and businesses handling protected health information.

For more insights on these regulations, refer to the GDPR overview, CCPA details, and HIPAA information.

Best Practices for AI and Data Privacy

To mitigate risks associated with AI and data privacy, businesses should adopt best practices that include:

  1. Data Encryption: Encrypt sensitive data in transit and at rest to prevent unauthorized access.

  2. Data Minimization: Limit the collection of personal data to what is strictly necessary for AI functionalities.

  3. Clear Consent: Obtain explicit permission from users before processing their data through AI systems.

  4. Vendor Vetting: Assess the privacy policies and data handling practices of third-party AI vendors.

  5. Appoint a Data Protection Officer: Designate an individual to oversee data privacy initiatives.

  6. Document Data Flows: Create a data map to understand and manage how personal information is collected and processed.

For further guidance on implementing these practices, explore resources from OneTrust and Media Junction.

Real-World Examples of Privacy Issues

Two notable cases highlight the importance of adhering to privacy regulations when using AI:

  • Clearview AI: This company faced legal challenges for using publicly scraped images without consent to build a facial recognition database. The backlash resulted in legal settlements and restrictions on its operations.

  • Zoom: In 2023, Zoom updated its terms to include the use of customer call data for AI training without clear consent, leading to user dissatisfaction and a rapid retraction of the policy.

These examples underscore the necessity of ethical data handling and the potential consequences of neglecting privacy considerations. For more information on Clearview AI’s legal challenges, visit Reuters and for Zoom’s situation, check The Record.

Upcoming AI and Privacy Webinars

The OneTrust webinar series on AI governance will address AI literacy, compliance, and consumer trust. Key topics include:

  • Navigating AI in Business Functions: Discussing regulatory considerations and risk management.

  • AI Literacy 101: Strategies to build a privacy-conscious workforce.

  • Global AI Regulation: Insights on emerging laws and compliance strategies.

For more details, visit the OneTrust webinar series.

By actively engaging with these guidelines and best practices, businesses can navigate the complexities of AI and data privacy while ensuring compliance and fostering consumer trust.

Ankit Agarwal
Ankit Agarwal

Growth Hacker

 

Growth strategist who cracked the code on 18% conversion rates from SEO portals versus 0.5% from traditional content. Specializes in turning cybersecurity companies into organic traffic magnets through data-driven portal optimization.

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