Anonos® enables lawful analytics, AI and ML that preserves 100% of data accuracy. Anonos dynamic pseudonymisation technology reconciles conflicts between protecting the rights of individuals and achieving business and societal objectives to use, share, combine and relink data in a lawful manner. Anonos patented Variant Twins® enable sharing, collaboration, and analytics of personal data by technologically enforcing dynamic, fine-grained privacy, security and data protection policies in compliance with the GDPR and other evolving data privacy regulations. Anonos overcomes the shortcomings of other solutions that were "good enough" before the GDPR and evolving global data privacy laws, but fail to support new requirements for lawful analytics, AI and ML.