Discover how e-commerce brands can securely collaborate and share customer insights without exposing PII. This comprehensive guide explores self-hosting an AI-powered Customer Data Clean Room on a private VPS, leveraging advanced cryptographic techniques and machine learning to drive revenue while ensuring strict data privacy and compliance.