Businesses can ensure data privacy and security in analytics processes by implementing robust encryption methods, enforcing strict access controls, conducting regular security audits, and complying with relevant data protection regulations like GDPR. Additionally, anonymizing and aggregating data can minimize risks of exposing personal information.