As telecommunications firms navigate stringent data regulations like GDPR and CCPA, synthetic data emerges as a key solution for AI-driven projects. By mimicking real customer behavior, synthetic data supports network optimization and personalized services while safeguarding privacy. Techniques such as GANs and Transformer models create secure, synthetic versions compliant with privacy laws.