Imagine a world where one financial institution can share sensitive data with another financial institution while preserving privacy, that can help them save money for their customers and mitigate risks from fraud and money laundering schemes. Or a world where you can share sensitive patient information across healthcare institutions with trust, ensuring none of the sensitive data is ever exposed, and all of the actionable data is learned, leading to accelerated clinical trials, drug studies and ultimately allow for making educated decisions to improve patient care and health outcomes on more meaningful data. We welcome you to imagine the world of secure data sharing that Duality is committed to shaping via their privacy preserving data collaboration platform.