Military health systems generate highly sensitive and operationally critical information, from battlefield care to long-term veteran support. This data is essential for improving readiness, advancing treatment, and guiding both clinical and strategic decisions.
Despite its value, this data is underutilized due to fragmented ecosystems, incompatible systems, and strict privacy and security requirements. Regulations and sovereignty concerns further limit the ability to share or centralize mission-critical information.
These challenges result in incomplete medical histories, missed chances to prevent service-related health risks, and delays in detecting population-wide threats like pandemics. They also hinder research into critical areas such as genomics, mental health, and combat injuries.
Duality’s Secure Collaborative AI platform enables secure, privacy-preserving collaboration across decentralized military health datasets.
Designed for environments where data must remain in place whether due to operational constraints, legal restrictions, or mission requirements. Duality empowers stakeholders to conduct advanced analytics and AI model training without moving, exposing, or duplicating sensitive information.
Train and tune AI models across distributed datasets without moving data.
Execute sensitive computations inside secure enclaves, ensuring access only by authorized party.
Add technical safeguards to prevent individual reidentification while preserving analytic utility.
Train, personalize, and deploy AI models on decentralized data safely and efficiently
Securely link and analyze diverse health datasets across agencies and countries
Maintain data governance, sovereignty, and regulatory alignment throughout every collaboration
Predict and prevent injuries by securely analyzing data at the edge while preserving identity confidentiality.
Link battlefield exposures, clinical events, and long-term outcomes across systems without moving sensitive or classified data
Conduct secure studies on sensitive health conditions across institutions and jurisdictions—without exposing underlying patient data.
Explore personalized medicine and immune response by combining clinical, genomic, and imaging data within inplace, encrypted analytics workflows.
Model outbreaks, analyze symptoms, and monitor readiness across commands using zero-footprint AI pipelines that keep all data encrypted and in place.
Analytics and workflows are executed where the data resides, with no duplication, exposure, or risk of compromise.
Securely train, tune, and deploy Sensitive AI models can besensitive defense data without exposing inputs, results, or intellectual property
Military and veteran health systems can derive real-time, actionable intelligence without operational delay or regulatory friction.
Jointly investigate and research across agencies and nations without exposing underlying data or models, enabling best practices to improve readiness.
Securely compare veteran health outcomes between nations to uncover how policies and care models shape long-term results.
Includes built-in governance, auditing, and policy enforcement that aligns with military, national, and international privacy and security frameworks.
Built with DARPA support and powered by OpenFHE, the leading open-source, post-quantum cryptographic library, Duality’s platform meets the highest standards of security, scalability, and interoperability for defense environments. Proven in multi-agency collaborations, it offers a blueprint for enabling secure data use in domains where privacy is non-negotiable.
Duality is the global leader in privacy-enhanced data and AI collaboration. Our platform empowers defense health systems to unlock mission-critical insights while preserving data sovereignty, security, and compliance.
