The Duality Platform employs a three-step analytical process to ensure secure and privacy-preserving computation: first to identify the relevant data intersection, followed by performing computations on that intersection without exposing sensitive information, lastly secure delivery of the results.
The first step in any collaborative analysis is identifying the data points that are relevant to all participating ministries. This is achieved through a private set intersection protocol powered by Fully Homomorphic Encryption (FHE).
Once the relevant data intersection is securely identified, the next step is to send it for secure computation. This is done within a Trusted Execution Environment (TEE), which guarantees that all analyzed data remains protected throughout the computation.
After the computation is completed, the results are encrypted and securely delivered to the designated analyzing party or shared among authorized stakeholders, as agreed upon beforehand.
Enable collaboration between healthcare and tax departments to assess how public health trends influence economic factors such as tax revenues and healthcare budgets—without exposing sensitive personal data.
Facilitate secure data analysis between housing authorities and social services to evaluate how housing conditions impact welfare needs, ensuring sensitive information about welfare recipients and housing data remains protected.
Empower education and labor ministries to align educational programs with market demand, preparing citizens for workforce needs while safeguarding individual student and employment records.
Enable government ministries to securely unify their data for joint analysis, unlocking powerful insights that drive holistic policies—all while ensuring data confidentiality remains intact.
Leverage data-driven insights to inform critical decisions on national policies, enhance public health outcomes, and optimize resource and budget allocations.
Safeguard sensitive data through cutting-edge encryption and secure computation technologies, ensuring that privacy is never sacrificed in the pursuit of collaboration.
Facilitate secure data collaborations that adhere to the strictest privacy regulations, empowering ministries to work together with confidence while staying compliant with legal requirements.
