Alternatives to Duality

Our data management platform gives publishers the power to make precise first-party data-driven decisions for real-time, accurate audience targeting and reach. No gut feeling-based actions. We collate, enhance and optimize our customer's first-party data in a privacy-safe and secure way to unlock its full potential.

Titaniam provides enterprises and SaaS vendors with a full suite of data security controls in one solution. This includes highly advanced options such as encrypted search and analytics, and also traditional controls such as tokenization, masking, various types of encryption, and anonymization. Titaniam also offers BYOK/HYOK (bring/hold your own key) for data owners to control the security of their data. When attacked, Titaniam minimizes regulatory overhead by providing evidence that sensitive data retained encryption. Titaniam’s interoperable modules can be combined to support hundreds of architectures across multiple clouds, on-prem, and hybrid environments. Titaniam provides the equivalent of at 3+ solutions making it the most effective, and economical solution in the market. Titaniam is featured by Gartner across multiple categories in four markets (Data Security, Data Privacy, Enterprise Key Management, and as a Cool Vendor for 2022). Titaniam is also a TAG Cyber Distinguished Vendor, and an Intellyx Digital Innovator for 2022. In 2022 Titaniam won the coveted SINET16 Security Innovator Award and was also a winner in four categories for the Global Infosec Awards at RSAC2022.

Snowflake offers a unified AI Data Cloud platform that transforms how businesses store, analyze, and leverage data by eliminating silos and simplifying architectures. It features interoperable storage that enables seamless access to diverse datasets at massive scale, along with an elastic compute engine that delivers leading performance for a wide range of workloads. Snowflake Cortex AI integrates secure access to cutting-edge large language models and AI services, empowering enterprises to accelerate AI-driven insights. The platform’s cloud services automate and streamline resource management, reducing complexity and cost. Snowflake also offers Snowgrid, which securely connects data and applications across multiple regions and cloud providers for a consistent experience. Their Horizon Catalog provides built-in governance to manage security, privacy, compliance, and access control. Snowflake Marketplace connects users to critical business data and apps to foster collaboration within the AI Data Cloud network. Serving over 11,000 customers worldwide, Snowflake supports industries from healthcare and finance to retail and telecom.

Tresorit is a zero‑knowledge, end‑to‑end encrypted cloud collaboration platform designed for individuals and organizations that need uncompromising data security. It enables users to securely store, sync, and share sensitive files while ensuring that only the data owner and explicitly authorized recipients can access the content. Files are encrypted on the user’s device before upload, and encryption keys are never available to Tresorit, eliminating the risk of provider‑side data access or exposure. Built as a privacy‑first alternative to conventional cloud services, Tresorit supports secure internal collaboration as well as controlled external data exchange. Teams can share files and folders with granular permission settings, revoke access at any time, and monitor activity to maintain full visibility and control. External sharing is protected through encrypted links and secure email delivery, replacing risky attachments and uncontrolled file transfers. Tresorit also enables secure, long‑term collaboration with clients and partners through encrypted data rooms that centralize documents, tasks, and approvals in a single protected workspace. Integrated digital signatures allow documents to be reviewed and signed without leaving the encrypted environment, preserving security throughout the entire document lifecycle. With advanced admin controls, auditability, and configurable data residency options, Tresorit is built to support strict regulatory and compliance requirements. By combining strong security with ease of use, Tresorit allows organizations to collaborate productively while maintaining confidentiality, ownership, and trust over their most sensitive data.

xtendr reveals comprehensive, privacy-focused insights from various independent data sources while ensuring user protection throughout the entire data lifecycle. This innovative platform provides access to previously unreachable data and instills confidence in both privacy and adherence to regulations. Beyond mere anonymity, xtendr addresses the critical gap in multi-party data sharing by offering robust privacy safeguards, effectively serving as a guardian of your data through advanced cryptography, enabling you to unlock your full potential. It represents the pinnacle of privacy-enhancing data collaboration technology, having successfully tackled the long-standing cryptographic challenges associated with data sharing among parties that may not fully trust one another. With xtendr, organizations can advance their operations through an enterprise-level data protection solution that facilitates the formation of data partnerships while safeguarding sensitive information. In today's digital landscape, data is increasingly recognized as a vital currency, with many asserting that it is surpassing oil as the most valuable asset, underscoring its ever-growing significance. As we continue to embrace this digital evolution, the importance of secure data sharing becomes ever more critical for businesses looking to thrive in an interconnected world.

Organizations focused on privacy collaborate with Decentriq to ensure robust data protection. Utilizing cutting-edge encryption and privacy-enhancing technologies, including synthetic data, differential privacy, and confidential computing, you retain complete control over your data at all times. The implementation of end-to-end encryption guarantees that your data remains confidential from all external parties. Importantly, Decentriq is unable to view or access your data directly. Furthermore, remote attestation provides assurance that your information is securely encrypted and that only authorized analyses are conducted. The platform is built in partnership with top-tier hardware and infrastructure providers, ensuring optimal performance. It is specifically designed to accommodate even the most sophisticated AI and machine learning models, keeping your data secure regardless of the complexities involved. With processing speeds that rival traditional cloud solutions, you can enjoy both scalability and superior data protection. Additionally, our expanding network of data connectors facilitates more efficient workflows across various leading data platforms, enhancing overall productivity.

Okara is a privacy-centric AI workspace and secure chat platform designed for professionals, offering seamless interaction with over 20 robust open-source AI language and image models within a single cohesive environment, ensuring users maintain context while switching between models, researching, creating content, or analyzing documents. The platform guarantees that all discussions, uploads (such as PDFs, DOCX files, spreadsheets, and images), along with workspace memory, are safeguarded through encryption at rest, are processed via privately hosted open-source models, and are never utilized for AI training or disclosed to third parties, thereby providing users with comprehensive control over their data through client-side key generation and genuine deletion. By integrating secure, encrypted AI chat with real-time search capabilities across platforms like web, Reddit, X/Twitter, and YouTube, Okara allows users to seamlessly incorporate live information and visuals into their workflows while maintaining the confidentiality of sensitive data. Furthermore, it facilitates shared team workspaces, making it easy for groups, such as startups, to collaborate through AI threads and maintain a shared understanding of context. This collaborative feature enhances team productivity and innovation by allowing real-time input from multiple users.

CamoCopy is a universal AI platform built for users who demand both performance and privacy. Unlike conventional AI assistants, it never tracks users, reads conversations, or uses data for model training. The platform is powered by open-source models and hosted entirely within the European Union. CamoCopy blends AI chat and an anonymous search engine to deliver fast, reliable, and up-to-date answers. Users can upload documents and images for secure analysis with AI-only access. Workspaces allow conversations to be neatly organized by project, client, or department. Custom instructions can be applied per workspace to tailor tone and behavior. The platform supports encrypted file storage with self-destructing documents for maximum control. Enterprise users benefit from team management, access controls, and shared AI knowledge. CamoCopy enables productivity at scale without sacrificing digital privacy.

Lumo is an AI assistant focused on privacy, designed to harness the capabilities of generative AI while ensuring complete confidentiality in your conversations. Created by the privacy specialists behind Proton Mail and VPN, Lumo guarantees that your discussions are private, with no logs stored on its servers, and all saved conversations encrypted with zero-access encryption, which means that even Proton cannot access them. With an open-source framework, the service is both transparent and verifiable, allowing users to engage with it confidently. You can inquire about various topics with Lumo, whether it's summarizing documents, rewriting emails, assisting with coding, translating text, brainstorming ideas, and much more, all without worrying that your data will be used for training models or shared with outside parties. Conversations are protected with end-to-end encryption, and if you enable the AI’s web search feature, it utilizes privacy-conscious search engines. Accessible without the need for registration and available through both web and mobile applications, Lumo provides options for both free and premium plans. With its commitment to user privacy, Lumo stands out as a reliable choice for anyone concerned about the security of their information while interacting with AI.

amazee.ai is a sovereign AI platform designed to solve the enterprise "Shadow AI" crisis by providing a secure, sanctioned alternative to public AI services. Built for data sovereignty, the platform isolates AI workloads in private, regional containers, guaranteeing that neither prompts nor outputs are ever logged or retained by third-party providers. This architecture provides a robust Enterprise Trust Layer for organizations in regulated sectors like healthcare and finance. The flagship Private AI Assistant allows teams to safely ingest and analyze unstructured internal data, from PDFs and spreadsheets to support tickets, to generate instant summaries, reports, and automated workflows. Key technical differentiators include: - Zero-Retention API Gateway: A secure interface for interacting with high-performance LLMs without data exposure. - Regional Residency: Precise control over data processing locations (CH, EU, US, AU) to satisfy local compliance mandates. - Model Agnosticism: Freedom to swap between proprietary and open-weights models (Mistral, Llama) without architectural friction. - Audit-Ready Logging: Built-in Role-Based Access Control (RBAC) and comprehensive logs for regulatory oversight. amazee.ai enables businesses to bridge the gap between modern generative AI and the non-negotiable requirements of today's strict data privacy laws.

Helios Data employs a distinctive algorithmic governance strategy that utilizes secure enclave technology safeguarded by digital contracts, monitored by algorithmic "fingerprints," to facilitate safe and efficient data analysis and processing. This innovative approach enables businesses that handle personal or sensitive information, along with their analytical partners, to safely resume and expand their data-driven analytical and monetization efforts in a cost-effective manner. By significantly reducing the risks associated with data sharing and usage, companies can also lower their expenses related to data monetization, all while enhancing the value derived from their enterprise's personal and sensitive data assets. This method revitalizes business models and uncovers new revenue opportunities that may have been stifled due to concerns over data protection and privacy. Additionally, the technology of digital contract governance introduces accuracy and real-time enforcement to what would typically be passive legal agreements or data processing contracts. The implementation of "confidential compute" secure enclave technology provides a robust guarantee of data-in-use protection, ensuring that no information can be leaked, lost, exposed, misused, or misdirected, thus bolstering trust in data handling practices. Overall, Helios Data's approach not only enhances security but also empowers organizations to harness their data’s full potential.

Maple AI serves as a privacy-centric, versatile AI assistant tailored for professionals and individuals who value confidentiality in their online communications. Constructed with robust end-to-end encryption, secure enclaves, and a commitment to open-source transparency, Maple guarantees that your discussions remain your own, safeguarded, and available at any time and place. Whether you are a therapist handling sensitive client details, a lawyer preparing confidential materials, or an entrepreneur brainstorming innovative ideas, Maple AI facilitates secure and effective productivity. It enables seamless synchronization across various devices, allowing users to transition smoothly from desktop to mobile, ensuring they can continue from where they last left off without hassle. Maple AI creates a uniform and secure experience on all platforms. Its features, including chat history search, AI-generated chat naming, and tailored chat organization, significantly boost user productivity. Additionally, Maple provides a user-friendly interface that makes navigating through its features both intuitive and efficient, catering to a diverse range of professional needs.

Phala provides a confidential compute cloud that secures AI workloads using TEEs and hardware-level encryption to protect both models and data. The platform makes it possible to run sensitive AI tasks without exposing information to operators, operating systems, or external threats. With a library of ready-to-deploy confidential AI models—including options from OpenAI, Google, Meta, DeepSeek, and Qwen—teams can achieve private, high-performance inference instantly. Phala’s GPU TEE technology delivers nearly native compute speeds across H100, H200, and B200 chips while guaranteeing full isolation and verifiability. Developers can deploy workflows through Phala Cloud using simple Docker or Kubernetes setups, aided by automatic environment encryption and real-time attestation. Phala meets stringent enterprise requirements, offering SOC 2 Type II compliance, HIPAA-ready infrastructure, GDPR-aligned processing, and a 99.9% uptime SLA. Companies across finance, healthcare, legal AI, SaaS, and decentralized AI rely on Phala to enable use cases requiring absolute data confidentiality. With rapid adoption and strong performance, Phala delivers the secure foundation needed for trustworthy AI.

OPAQUE Systems delivers a cutting-edge confidential AI platform designed to unlock the full potential of AI on sensitive enterprise data while maintaining strict security and compliance. By combining confidential computing with hardware root of trust and cryptographic attestation, OPAQUE ensures AI workflows on encrypted data are secure, auditable, and policy-compliant. The platform supports popular AI frameworks such as Python and Spark, enabling seamless integration into existing environments with no disruption or retraining required. Its turnkey retrieval-augmented generation (RAG) workflows allow teams to accelerate time-to-value by 4-5x and reduce costs by over 60%. OPAQUE’s confidential agents enable secure, scalable AI and machine learning on encrypted datasets, allowing businesses to leverage data that was previously off-limits due to privacy restrictions. Extensive audit logs and attestation provide verifiable trust and governance throughout AI lifecycle management. Leading financial firms like Ant Financial have enhanced their models using OPAQUE’s confidential computing capabilities. This platform transforms AI adoption by balancing innovation with rigorous data protection.

Azure Confidential Computing enhances the privacy and security of data by safeguarding it during processing, rather than merely when it is stored or transmitted. It achieves this by encrypting data in memory through hardware-based trusted execution environments, enabling computations to occur only after the cloud platform has authenticated the environment. This method effectively blocks access from cloud service providers, administrators, and other privileged users. Additionally, it facilitates scenarios like multi-party analytics, where various organizations can collaboratively use encrypted datasets for joint machine learning efforts without disclosing their respective data. Users maintain complete control over their data and code, dictating which hardware and software can access them, and they can transition existing workloads using familiar tools, SDKs, and cloud infrastructures. Ultimately, this approach not only fosters collaboration but also significantly bolsters trust in cloud computing environments.

Qypt AI boosts productivity and protects sensitive information with features such as AI-driven document search and detailed access controls. It serves as an effective communication tool for teams, allowing for secure collaboration without compromising privacy. Suitable for both personal use and organizational needs, Qypt AI includes encrypted messaging, secure file transfers, and sophisticated document redaction techniques. This ensures that whether managing personal tax documents or essential business contracts, data security remains a priority at every stage. By implementing Qypt AI, users can eliminate the risk of data leaks and streamline their workflows significantly. Furthermore, its user-friendly interface makes it accessible for all levels of tech-savviness.

Confer is a privacy-first AI chatbot developed by Signal founder Moxie Marlinspike to challenge the data practices of popular AI assistants. It mirrors the conversational experience of tools like ChatGPT while eliminating the risk of user data collection. Confer is built so that conversations cannot be accessed, stored, or monetized by the service itself. Messages are protected using WebAuthn-based encryption, ensuring secure communication between users and the AI. On the backend, all processing occurs inside a Trusted Execution Environment with remote attestation safeguards. The system uses open-weight AI models to handle a wide range of user queries. This approach makes Confer far more complex than traditional AI setups but significantly more secure. Users can safely discuss highly personal topics without worrying about surveillance or profiling. Confer offers a limited free tier for casual use. A paid plan unlocks unlimited access and more advanced capabilities for privacy-conscious users.

InfoSum unlocks data’s unlimited potential. InfoSum uses patented privacy-first technology to connect customer records between companies without sharing data. InfoSum is trusted by customers in financial services, content distribution and connected television as well as gaming, entertainment, and gaming. It seamlessly and compliantly connects customer data to other partners via privacy-safe, permission-controlled data networks. InfoSum's technology has many uses, from the standard 'data-onboarding" to more complex use cases that allow the creation of own identity platforms, the development and sale of new products and data, and the creation of completely new markets. InfoSum was established in 2015. InfoSum was founded in 2015. The company is poised to experience exponential growth.

With the decline of third-party cookies, the rise of data privacy regulations, and consumer opt-out options becoming more prevalent, crucial customer insights are often trapped within isolated platforms and ecosystems. Introducing the LiveRamp Clean Room, powered by Habu, which enables you to enhance your return on ad spend (ROAS) by seamlessly integrating, analyzing, and activating your data across various platforms. By utilizing this solution, you can achieve a comprehensive understanding of performance metrics across all advertising channels, including walled gardens, connected TV providers, and social media platforms, empowering you to make informed strategic decisions based on complete datasets. This innovative tool fosters privacy-centric data collaboration within the expanding LiveRamp global ecosystem, unveiling fresh opportunities while advancing your marketing campaigns. You can also expedite the realization of value through a customized user experience designed for business professionals, featuring prebuilt templates and generative AI, alongside advanced analytics for more technical users. In addition, you will be able to optimize your spending with clear visibility across walled gardens, channels, and cloud environments, ensuring you make the most informed choices for your advertising budget. Ultimately, the LiveRamp Clean Room serves as a crucial asset in navigating the shifting landscape of data privacy and marketing analytics.

Dvina is a comprehensive AI platform that integrates live databases and over 120 applications—such as Google Analytics, Salesforce, Notion, SAP HANA, and Airtable—into a cohesive intelligent workspace, allowing AI to query, analyze, summarize, and take action on real-time data without the need for duplication; this functionality empowers teams to access the most up-to-date metrics, generate valuable insights, and resolve intricate business inquiries directly from their interconnected systems, rather than relying on fragmented workflows across various tools. Additionally, Dvina prioritizes user privacy with its built-in features for automatic detection and masking of personal data, maintains a strict policy of not training on user data, and adheres to robust security and compliance measures, including EU-based infrastructure and GDPR-compliant policies, ensuring that sensitive information remains safeguarded while AI operates on live data sources. This dual focus on usability and security positions Dvina as a powerful solution for organizations seeking to harness AI effectively while protecting their data integrity.

Google Cloud's Confidential Computing offers hardware-based Trusted Execution Environments (TEEs) that encrypt data while it is actively being used, thus completing the encryption process for data both at rest and in transit. This suite includes Confidential VMs, which utilize AMD SEV, SEV-SNP, Intel TDX, and NVIDIA confidential GPUs, alongside Confidential Space facilitating secure multi-party data sharing, Google Cloud Attestation, and split-trust encryption tools. Confidential VMs are designed to support workloads within Compute Engine and are applicable across various services such as Dataproc, Dataflow, GKE, and Gemini Enterprise Agent Platform Notebooks. The underlying architecture guarantees that memory is encrypted during runtime, isolates workloads from the host operating system and hypervisor, and includes attestation features that provide customers with proof of operation within a secure enclave. Use cases are diverse, spanning confidential analytics, federated learning in sectors like healthcare and finance, generative AI model deployment, and collaborative data sharing in supply chains. Ultimately, this innovative approach minimizes the trust boundary to only the guest application rather than the entire computing environment, enhancing overall security and privacy for sensitive workloads.

Fortanix Confidential AI presents a comprehensive platform that allows data teams to handle sensitive datasets and deploy AI/ML models exclusively within secure computing environments, integrating managed infrastructure, software, and workflow orchestration to uphold privacy compliance across organizations. This service features on-demand infrastructure driven by the high-performance Intel Ice Lake third-generation scalable Xeon processors, enabling the execution of AI frameworks within Intel SGX and other enclave technologies while ensuring no external visibility. Moreover, it offers hardware-backed execution proofs and comprehensive audit logs to meet rigorous regulatory standards, safeguarding every aspect of the MLOps pipeline, from data ingestion through Amazon S3 connectors or local uploads to model training, inference, and fine-tuning, while also ensuring compatibility across a wide range of models. By leveraging this platform, organizations can significantly enhance their ability to manage sensitive information responsibly while advancing their AI initiatives.

Anjuna® Confidential Computing software makes the public cloud the safest and most secure place to compute--completely isolating existing data and workloads from insiders, bad actors, and malicious code. Anjuna software deploys simply in minutes as software over AWS, Azure, and other public clouds. By employing the strongest secure enclave data protection available, Anjuna software effectively replaces complex legacy perimeter security without disrupting operations, applications, or IT.

nilGPT serves as a privacy-centric AI chat partner that prioritizes secure and anonymous engagement. The platform asserts that all interactions are governed by a principle of “data private by default,” where user inputs are fragmented and distributed across various nilDB nodes, while AI operations occur within secure enclaves, ensuring that data remains unexposed in a centralized manner. It presents a variety of tailored conversation modes, including wellness, personal assistant, and companion, to cater to diverse user needs. The service is designed to be a safe environment where individuals can express sensitive thoughts or personal matters without concerns about data retention or monitoring. Users can access it through both a web chat interface and a dedicated app, with the flexibility to either sign in or engage anonymously. According to the information available on its GitHub repository, nilGPT is constructed with “SecretLLM + SecretVaults” and is fully open source under the MIT license, promoting transparency and community collaboration. The focus on user privacy and customization makes nilGPT a distinctive choice in the landscape of AI chat companions.

Jatter is a chat application powered by AI that prioritizes your privacy and anonymity through client-side encryption, meaning that only you possess the key to access your messages while the service does not store any chat history. It enhances user privacy by removing personal identifiers before any processing occurs and enables you to quickly create emails, documents, or notes without compromising encryption. Additionally, Jatter offers detailed, tailored responses to a wide range of technical and creative inquiries, fostering a more efficient learning experience. When you mention locations, the app conveniently links them to maps, making trip planning and finding restaurants or attractions simpler, and it also features end-to-end encrypted location sharing for safely updating friends or colleagues about your position. Built on the GPT-4o Mini framework with integrated mapping capabilities, Jatter merges strong privacy measures with a diverse array of chat functionalities for thoughtful and secure discussions. Furthermore, its user-centric design ensures that every interaction remains protected while enhancing the overall communication experience.

Optable provides a comprehensive data clean room platform designed for seamless activation. This innovative technology empowers both publishers and advertisers to securely strategize, implement, and evaluate their advertising efforts. Representing a new era of data collaboration that prioritizes privacy, Optable enables clients to engage with both their own customers and partners, including those who may not use the platform. Utilizing the platform's Flash Nodes, users can invite external participants into a protected setting. Additionally, Optable features a decentralized identity infrastructure that facilitates the construction of private identity graphs. This setup allows for the creation of purpose-specific, permission-based data clean rooms that significantly reduce data transfer. Ensuring compatibility with data warehouses and other clean rooms is vital to its functionality. Furthermore, by leveraging open-source software, third-party platforms can effectively match their data with Optable's clients and implement secure clean room capabilities tailored to their needs, thereby enhancing the overall efficacy of data collaboration. This multi-faceted approach positions Optable as a leader in the evolving landscape of data privacy and collaboration.

Cosmian’s Data Protection Suite offers a robust and advanced cryptography solution designed to safeguard sensitive data and applications, whether they are actively used, stored, or transmitted through cloud and edge environments. This suite features Cosmian Covercrypt, a powerful hybrid encryption library that combines classical and post-quantum techniques, providing precise access control with traceability; Cosmian KMS, an open-source key management system that facilitates extensive client-side encryption dynamically; and Cosmian VM, a user-friendly, verifiable confidential virtual machine that ensures its own integrity through continuous cryptographic checks without interfering with existing operations. Additionally, the AI Runner known as “Cosmian AI” functions within the confidential VM, allowing for secure model training, querying, and fine-tuning without the need for programming skills. All components are designed for seamless integration via straightforward APIs and can be quickly deployed through marketplaces such as AWS, Azure, or Google Cloud, thus enabling organizations to establish zero-trust security frameworks efficiently. The suite’s innovative approach not only enhances data security but also streamlines operational processes for businesses across various sectors.

Harnessing the potential of fully homomorphic encryption is transformative for financial institutions. Envision a scenario where insights can be gleaned from data and sophisticated analytics can be conducted without the fears of data breaches or compliance issues. Utilizing Nitromia’s advanced fully homomorphic cryptography, businesses can engage in complex data science and computations with minimal risk, ensuring that their data remains protected whether at rest or during transmission. The Platform. Leveraging state-of-the-art fully homomorphic technology, Nitromia’s enablement platform allows data scientists to conduct artificial intelligence and machine learning analyses directly on encrypted datasets. Through Nitromia, organizations can derive business insights and analyze sensitive information while keeping it completely secure and concealed. Founded on the principles of security, privacy, and compliance, this groundbreaking platform facilitates intricate calculations and predictive analytics in real-time. In a landscape where data security is paramount, Nitromia provides financial institutions the opportunity to leverage their data fully without any associated risks. This innovation not only enhances operational efficiency but also builds trust with clients by prioritizing data protection.

PrivateGPT serves as a personalized AI solution that integrates smoothly with a business's current data systems and tools while prioritizing privacy. It allows for secure, instantaneous access to information from various sources, enhancing team productivity and decision-making processes. By facilitating regulated access to a company's wealth of knowledge, it promotes better collaboration among teams, accelerates responses to customer inquiries, and optimizes software development workflows. The platform guarantees data confidentiality, providing versatile hosting choices, whether on-site, in the cloud, or through its own secure cloud offerings. PrivateGPT is specifically designed for organizations that aim to harness AI to tap into essential company data while ensuring complete oversight and privacy, making it an invaluable asset for modern businesses. Ultimately, it empowers teams to work smarter and more securely in a digital landscape.

Data forms the essential foundation of the digital economy, and we are transforming the way organizations utilize data to generate value. Enterprises rely on Enveil’s award-winning ZeroReveal® solutions to securely and privately handle data in situ across various organizational borders, jurisdictions, and third-party interactions, all while maintaining the confidentiality of both the data and the outcomes. Our privacy-enhancing technologies (PETs), coupled with homomorphic encryption, create an effective and decentralized framework for data collaboration that aims to minimize risks and tackle business issues such as data sharing, monetization, and regulatory compliance. By safeguarding data during its use and processing—often regarded as the 'holy grail' of secure data handling—we offer the most advanced encrypted search, analytics, and machine learning products available. Enveil stands as a trailblazer in privacy-enhancing technology, dedicated to ensuring secure data usage, sharing, and monetization, while continuously pushing the boundaries of what is possible in data protection. As the digital landscape evolves, our solutions are poised to adapt and meet emerging challenges in data security and privacy.

Customize your marketing measurement strategy to fit the distinct requirements of your business. Ads Data Hub provides tailored analysis that aligns seamlessly with your specific objectives, while also prioritizing user privacy and adhering to Google's rigorous standards for data security. By utilizing Ads Data Hub, you can seamlessly upload your first-party data to BigQuery and integrate it with detailed event-level ad campaign data from Google. Merging your data with Google's event data can reveal valuable insights, enhance advertising effectiveness, assist in reaching data-driven business objectives, and facilitate superior campaign optimization. The insights generated from Ads Data Hub are aggregated across user groups, enabling Google to deliver more comprehensive data while safeguarding end-user privacy. Built with a strong emphasis on privacy, Ads Data Hub's functionality is notably different from conventional data warehousing solutions. Even seasoned professionals familiar with various clean rooms and data warehousing platforms may find it necessary to adapt their approach to work efficiently with Ads Data Hub. Consequently, the learning curve associated with mastering this platform can greatly enhance your ability to leverage data for informed decision-making.

Conventional AI platforms often save your conversations and utilize your data to enhance their models, which can pose a significant risk for professionals, freelancers, and businesses alike. In contrast, Elosia offers a comprehensive AI workspace that not only provides access to top-tier models but also includes an offline mode, all while ensuring complete privacy for its users. Highlighted Features: 🔒 Commitment to Privacy: - Data is stored entirely on your device - Your information is never transmitted through our servers - Early access to Zero Data Retention (ZDR) models - Offline functionality available directly in your browser 💼 Enhanced Productivity: - Access to the finest AI models consolidated in one platform - One subscription instead of juggling multiple - Local embeddings protect your confidential documents - A cohesive and user-friendly interface 🎯 Full Control: - You determine which models to utilize - Clear data retention practices - No unexpected surprises or hidden data collection Ideal for: - Solo professionals seeking privacy - Teams handling sensitive information - Organizations focused on regulatory compliance, such as GDPR and others.

AppsFlyer helps brands make good choices for their business and their customers with its advanced measurement, data analytics, deep linking, engagement, fraud protection, data clean room and privacy-preserving technologies. Built on the idea that brands can increase customer privacy while providing exceptional experiences, AppsFlyer empowers thousands of creators and 10,000+ technology partners to create better, more meaningful customer relationships. To learn more, visit appsflyer.com.

Questa AI is a sovereign AI solution designed to protect sensitive business data while still enabling advanced AI-driven insights. Instead of sending raw files directly to external AI providers, the platform first anonymizes documents locally using its proprietary natural language processing engine. This redaction process ensures that confidential information remains protected and is never exposed for model training. Once anonymized, users can analyze the data with any preferred large language model, including GPT, Claude, or Gemini. The system supports standard business file formats such as Word, PDF, and Excel, making it easy to integrate into existing workflows. Organizations can generate analytical reports using built-in templates or their own custom prompts tailored to specific business needs. Users also have the option to chat with Novara, the platform’s AI assistant, to extract deeper insights from redacted data. Questa offers flexible deployment options, from cloud-based access for small teams to fully self-hosted enterprise servers. Automation features streamline report generation and distribution while maintaining strict data privacy standards. By eliminating vendor lock-in and safeguarding sensitive information, Questa empowers companies to adopt AI confidently and securely.

Access data from any location, even within a vast array of diverse environments. The most effective method to boost acquisition and retention is through the enrichment of data and models. By leveraging machine learning, new insights can be uncovered by integrating proprietary models, such as propensity models, with data in a secure manner, which enhances customer profiles and models while allowing for rapid scalability. Enriching data alone is insufficient; your team needs to transition smoothly from insights to actionable strategies. Automate the segmentation of audiences and deploy your campaigns instantly across various channels. Make informed targeting decisions to optimize budget utilization and reduce churn rates. Understand the optimal timing and locations for targeting efforts. Equip yourself with the necessary tools to act on data in real-time. Tracking the complete customer journey, along with the various data types involved, has always posed significant difficulties. With the increasing stringency of privacy regulations and the growing distribution of data, it is now more crucial than ever to ensure secure and straightforward access to those intent signals for effective decision-making, which will ultimately enhance overall operational efficiency.

Search Encrypt was created with a fundamental emphasis on safeguarding user privacy. The extension is designed to identify searches that could potentially be monitored and linked to your personal data, effectively redirecting them to a search engine that prioritizes privacy. By making this privacy-focused engine your default, it ensures that any potentially traceable searches are blocked from processing through standard channels. Additionally, the service is financed by sponsored advertisements displayed on its search results page. Search Encrypt also employs advanced SSL encryption with perfect forward secrecy, while securing your search queries locally before transmitting them to its servers. This robust privacy protection encourages users to enhance their local browsing experience. Furthermore, any search results become inaccessible after 30 minutes of inactivity, adding an extra layer of security to your online searches.

Zeotap is a Customer Intelligence Platform, (CIP). It helps companies better understand their customers to predict their behavior and make more meaningful investments. Our platform allows brands to leverage a core of first-party data to win new clients and grow their customer base. Our modules are independent but integrate and include customer data unification, identity resolution (including in data clean rooms), enrichment, modeling, and activation to more than 100 partners in the marketing ecosystem. Gartner has named us a "Cool Vendor" in 2020 and AdExchanger the "Best Data-Enabling Technology” in 2019. Our platform meets the highest standards for enterprise data privacy and security, including ISO 27001 and CSA STAR. We serve top brands, publishers, and agencies in more than a dozen countries in Europe and North America. Zeotap is also a founding member of ID+, an initiative for universal marketing ID.

Duck.ai is an AI-driven chatbot from DuckDuckGo, fully integrated into their search platform to offer conversational answers that prioritize user privacy. Utilizing sophisticated machine learning techniques, it delivers swift, precise, and context-aware responses on a wide variety of subjects. This chatbot aims to assist users in finding immediate information, while distinguishing itself by maintaining a strict policy against the collection, storage, or tracking of personal data. In harmony with DuckDuckGo's dedication to safeguarding user privacy, Duck.ai provides a trustworthy avenue for individuals to interact with AI while ensuring their anonymity and data protection remain intact. Additionally, the user-friendly interface makes it easy for anyone to access information without worrying about their privacy being compromised.

Amazon Marketing Cloud (AMC) serves as a secure and privacy-compliant clean room solution that empowers advertisers to conduct analyses and build audiences using pseudonymized data, which includes insights from Amazon Ads and other sources. By integrating diverse signals from various Amazon platforms, advertisers, and selected external partners, AMC allows for versatile inquiries within a secure privacy framework. This enables advertisers to leverage tailored insights and audience segments derived from AMC to refine their campaign strategies, enhance direct marketing efforts, and shape key business choices. Additionally, users can generate custom audience lists based on interaction logs, conversion events, and segmentation data. The audiences crafted within AMC can be seamlessly activated through Amazon DSP, providing a streamlined approach to targeting. Furthermore, AMC offers a comprehensive view of customer shopping journeys across Amazon’s media and channels, effectively measuring the advertising impact both within and beyond the Amazon ecosystem. Ultimately, this tool not only enhances advertising strategies but also fosters a deeper understanding of consumer behavior and preferences.

Permutive's groundbreaking Audience Activation Platform effectively connects publishers and advertisers in a dynamic advertising landscape. It empowers publishers to monetize their audience data while enabling advertisers to target effectively, all within a framework that prioritizes privacy. Our data platform for publishers offers two products designed to help you gather, analyze, and activate your data in real-time. After all, you have the deepest insights into your audience. By utilizing Permutive, you can reach more users, expand your segments, and enhance your inventory. Our first-party insights can potentially boost your data-driven advertising revenue by four times. Exclusively tailored for publishers, Permutive employs edge processing technology, which performs calculations on the device that creates the data instead of relying on the cloud, resulting in a faster, more scalable, and privacy-centric platform. This innovative approach not only improves efficiency but also ensures that user data remains protected.

We empower businesses to harness the potential of first-party data collaboration while minimizing associated risks. By converting consumer data from a potential burden into a valuable revenue-generating asset, organizations can flourish in a landscape that has moved beyond traditional cookies. Our approach allows for enhanced collaboration with additional partners, thereby maximizing value for customers. Furthermore, we facilitate financial inclusion and boost revenue through innovative partnerships that utilize alternative data sources. Our solution improves underwriting accuracy and optimizes profitability by incorporating these diverse data streams. Each participant employs our secure desktop application to anonymize, tokenize, and safeguard all personally identifiable information within their consumer data, ensuring it remains protected in their local environment. This procedure produces US-patented crypto-IDs for each anonymized consumer profile, allowing for the secure matching of shared consumers across various datasets in our neutral Cloud environment. With our cutting-edge technology, we are at the forefront of the next evolution in consumer data management and collaboration. This ensures that businesses can thrive in a data-driven future while maintaining the highest standards of privacy and security.

Privatemode offers an AI service similar to ChatGPT, distinguished by its commitment to user data privacy. By utilizing confidential computing techniques, Privatemode ensures that your data is encrypted right from your device, maintaining its protection throughout the AI processing stages. This guarantees that your sensitive information is safeguarded at every step. Key features include: Complete encryption: Thanks to confidential computing, your data is continuously encrypted, whether it is being transferred, stored, or processed in memory. Comprehensive attestation: The Privatemode application and proxy confirm the integrity of the service using cryptographic certificates issued by hardware, ensuring trustworthiness. Robust zero-trust architecture: The design of the Privatemode service actively prevents any unauthorized access to your data, including from Edgeless Systems. EU-based hosting: The Privatemode infrastructure is located in premier data centers within the European Union, with plans for additional locations in the near future. This commitment to privacy and security sets Privatemode apart in the landscape of AI services.

Vendia is a Software as a Service (SaaS) platform that facilitates seamless sharing of code and data across various clouds, regions, and technology stacks for businesses and organizations. By allowing enterprises to collaborate effectively, Vendia streamlines the sharing process across distinct companies, accounts, and environments. Its innovative architecture employs a distributed data model that ensures accessibility wherever it's needed, complemented by a serverless design that allows for effortless scaling. Vendia empowers businesses to develop a comprehensive view of their data, which is particularly useful for tracking and tracing items throughout a supply chain. This data often involves multiple business parties, including suppliers, logistics providers, and affiliates, which may consist of different legal entities or divisions within a single organization. Additionally, it accommodates scenarios where departments are separated by their choice of cloud services, such as one utilizing AWS while another opts for Azure. This versatility and adaptability make Vendia a crucial tool for modern enterprises navigating complex data-sharing challenges.

Tinfoil is a highly secure AI platform designed to ensure privacy by implementing zero-trust and zero-data-retention principles, utilizing open-source or customized models within secure hardware enclaves located in the cloud. This innovative approach offers the same data privacy guarantees typically associated with on-premises systems while also providing the flexibility and scalability of cloud solutions. All user interactions and inference tasks are executed within confidential-computing environments, which means that neither Tinfoil nor its cloud provider have access to or the ability to store your data. Tinfoil facilitates a range of functionalities, including private chat, secure data analysis, user-customized fine-tuning, and an inference API that is compatible with OpenAI. It efficiently handles tasks related to AI agents, private content moderation, and proprietary code models. Moreover, Tinfoil enhances user confidence with features such as public verification of enclave attestation, robust measures for "provable zero data access," and seamless integration with leading open-source models, making it a comprehensive solution for data privacy in AI. Ultimately, Tinfoil positions itself as a trustworthy partner in embracing the power of AI while prioritizing user confidentiality.

An alternative to ChatGPT and Perplexity, this free and open-source AI chat option emphasizes your privacy and anonymity, requiring no account even for premium features. All conversations are securely stored on your device, ensuring they are never logged or utilized for training purposes. Key Features: - Complete anonymity with no collection of personal data - EU-based servers that are GDPR-compliant, utilizing models like Mistral 3 and DeepSeek V3.2, in addition to the default xprivo model - Access to web searches with verified sources for accurate and up-to-date information - Capability to self-host, allowing users to operate on their own infrastructure or utilize the hosted service - Support for BYOK (Bring Your Own Key) to connect with your own API keys from providers like OpenAI, Anthropic, and Grok - Local-first design ensures that your chat history is never transmitted off your device - Open-source nature with fully auditable code available on GitHub - Compatible with ollama, enabling offline conversations with your local models Ideal for individuals who value their privacy while seeking robust AI support without sacrificing their anonymity, this platform provides a seamless and secure chatting experience. Whether for casual inquiries or sophisticated tasks, users can engage with confidence, knowing their data remains protected.