Data is a crucial resource for businesses today, but using data legally and ethically often requires data anonymization. Laws like the GDPR in Europe require companies to ensure that personal data is kept private, limiting what companies can do with personal data. Data anonymization allows companies to perform critical operations—like forecasting—with data that preserves the original’s characteristics but lacks the personally identifying data points that could harm its users if leaked or misused.