PDPA (Personal Data Protection Act) is a law in Thailand that regulates the collection, use, storage, and transfer of personal data, serving as Thailand's equivalent of the EU's GDPR in terms of data protection legislation.
For companies operating in Thailand, PDPA compliance is unavoidable. This fully enforced law applies to all organizations handling personal data within Thailand—not only Thai legal entities, but also foreign companies that process data of Thailand-based residents.
Similar to the GDPR, it mandates obtaining consent from data subjects (individuals), prohibits use beyond the stated purpose, and requires notification of data breaches within 72 hours. At the same time, there are differences from the GDPR in the interpretation of Lawful Basis and enforcement frameworks, meaning that "GDPR compliance does not automatically equal PDPA compliance."
In the context of AI adoption, the handling of personal information contained in training data becomes a key issue. When training models using customer data, it is necessary to clearly state the purpose and obtain consent, and the choice of anonymization or pseudonymization methods also becomes a governance-level decision.
Penalties for violations can reach a maximum of 5 million baht (approximately 20 million yen), which, while not as substantial as GDPR fines, cannot be taken lightly given the associated reputational risks. Japanese companies with operations in Thailand are required to coordinate with local legal counsel to ensure appropriate compliance.


A design approach that structurally eliminates the risk of personal data leakage by physically and logically isolating AI systems and data processing infrastructure. Typical examples include tenant separation and on-premises operation.

The EU AI Act (EU Artificial Intelligence Act) is a comprehensive European Union regulation that establishes legal obligations based on the risk level of AI systems. It classifies AI into four tiers — "unacceptable risk," "high risk," "limited risk," and "minimal risk" — imposing stricter requirements as the risk level increases.

Training data generated by AI. It is used to supplement the lack of real data and to train and evaluate models while protecting privacy.

Thailand PDPA Compliance Checklist: Balancing Regulatory Requirements with AI Utilization