Data masking isn't just a good-to-have—it's essential. Whether you're working with production databases, testing environments, or analytics platforms, protecting sensitive data is critical. Leakages, breaches, or non-compliance with regulations can have disastrous consequences. But manual strategies, rule-based systems, or generic tools often struggle to keep up with the scale