Cyber & AI Law

Data Collection for AI Training: Legal Boundaries and Consent

May 28, 2026 By Advocate Md. Zahid Chowdhury 6 Min Read
Data Collection for AI Training: Legal Boundaries and Consent
Key Legal Highlights

Practical corporate advice from Supreme Court practitioners. Always consult legal counsel before signing founder equity schedules, RJSC filings, or commercial agreements.

Training an AI model requires large volumes of data—but not all data can be collected or used legally. ZCA LEGAL helps AI firms create data collection frameworks that align with privacy regulations. We draft user consent forms, data anonymization policies, and license agreements for third-party datasets. Using unlicensed or sensitive data—such as biometric or health info—without consent can lead to lawsuits under Bangladesh’s Digital Security Act. Especially in sectors like edtech or healthcare, we help AI companies stay compliant while collecting and training legally on diverse datasets.

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Adv. Zahid Chowdhury
Advocate Md. Zahid Chowdhury Head of Chamber | Advocate, Supreme Court of Bangladesh

Specializing in corporate governance, commercial contract litigation, and High Court writ matters. Standing Committee Member at DCCI.