Duality Technologies Inc. develops privacy-enhancing software that enables organizations to analyze sensitive data and run AI on encrypted or otherwise protected information without exposing raw records or requiring centralized data movement. Its platform is built for collaboration across institutional, geographic, and infrastructure boundaries where confidentiality, security, and compliance are critical.
The company packages advanced privacy-enhancing technologies into deployable enterprise software for secure querying, collaborative AI, and federated analytics. It is designed for multi-party workflows involving structured and unstructured data, including scenarios where organizations need to work with partners, suppliers, customers, or public-sector counterparts while preserving control over data assets. By combining protected computation with governance and collaboration controls, Duality Technologies Inc. helps customers unlock value from siloed or regulated data while protecting intellectual property and supporting secure research, analytics, and operational decision-making.
Offerings, Capabilities, and Integrations
Duality Technologies Inc. offers a modular secure data collaboration environment that combines protected computation, data preparation, and collaboration governance. Its software supports privacy-preserving analytics and AI using technologies such as homomorphic encryption, differential privacy, multiparty computation, federated learning, and trusted execution environments, allowing customers to work on sensitive data without exposing it during use.
The platform is built to fit into existing enterprise environments rather than force a rip-and-replace approach. Duality Technologies Inc. supports deployment on premises, in hybrid environments, and across major cloud providers, and it integrates with customer data assets, cloud storage, software infrastructure, and existing workflows through its SDK and REST API. Its capabilities also include schema mapping, transformation, normalization, fuzzy matching, auditability, policy-based governance, and role-based collaboration controls for multi-party projects.
Products and Services
- Duality Platform: The company’s core secure data collaboration platform for privacy-preserving analytics, AI, and multi-party computation across sensitive and siloed datasets.
- Secure Query: A confidential query capability that enables users to run encrypted queries across siloed, cross-domain, and multimodal datasets without revealing the query or exposing raw data.
- Secure Collaborative AI: A secure AI collaboration offering for training and deploying machine learning models on sensitive or third-party data while protecting both the data and the model IP.
- Secure Federated Analytics: A federated analytics offering for computing statistics and linked insights across distributed datasets without moving raw data and while preserving local control.
- Duality Assistant Agent: An AI-guided research and analytics interface that helps users explore data, plan studies, orchestrate secure computations, extract insights, and generate reports across the platform.
- Duality Collaboration Hub: A centralized collaboration management layer for creating and operating privacy-protected networks with controls for roles, access, monitoring, and partner workflows.
Target Customers
Duality Technologies Inc. targets organizations that need to collaborate on sensitive, regulated, confidential, or distributed data without exposing underlying records or models. Its fit is strongest in environments where privacy, security, compliance, sovereignty, and cross-organization governance materially affect whether data can be used at all.
The company serves regulated and data-intensive sectors including financial services, healthcare, life sciences, government, and marketing. It also addresses data service providers and organizations that monetize data or AI models, as well as institutions that need to work across partner ecosystems, cross-border environments, or decentralized data estates to support research, fraud prevention, compliance, investigations, and secure AI development.
Cloud Integrations and Marketplace
- AWS Marketplace: Duality Technologies Inc. offers marketplace access and AWS deployment support for the Duality Platform, including integration with AWS Nitro Enclaves as part of its privacy-preserving stack.
- Microsoft Azure Marketplace: Duality Technologies Inc. is available through Microsoft Azure Marketplace and integrates with Azure services for secure collaboration and AI workloads, including confidential computing-based deployments.
- Oracle Cloud Marketplace: Duality Technologies Inc. maintains Oracle cloud ecosystem presence and promotes an Oracle Financial Services-aligned solution for privacy-preserving AML and compliance collaboration.
- Google Cloud: Duality Technologies Inc. supports Google Cloud-based secure collaboration workflows, including federated learning architectures that use Google Cloud Confidential Space for protected aggregation.
Key People
- Dr. Alon Kaufman: Co-founder and CEO
- Ms. Rina Shainski: Co-founder and Chairwoman
- Dr. Kurt Rohloff: Co-founder and CTO
- Prof. Shafi Goldwasser: Co-founder and Chief Scientist
- Prof. Vinod Vaikuntanathan: Co-founder and Chief Cryptographer
- Adi Hirschstein: Vice President, Product
- Eyal Avny: Vice President, Engineering
- Ronen Cohen: Vice President, Strategy
- Evgeny Vainerman: Chief Architect
- Max Fuchs: Vice President, Operations and Customer Success
- Zohar Duchin: Vice President, Data Science
- Dr. Yuriy Polyakov: Vice President, Cryptography
Key Facts
- Headquarters: Hoboken, New Jersey, United States
- Employees: Approximately 47-49 employees
- Annual Revenue: Approximately $5M-$7M
- Parent Company: None
- Subsidiaries: None
- Publicly Listed: Private
Analyst Recognitions
- Gartner: 2022 Gartner Hype Cycle for Data Security — Sample Vendor for Homomorphic Encryption. 2019 Gartner Cool Vendors in Privacy Preservation in Analytics — Cool Vendor.
