Alternatives to Duality
Compare Duality alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Duality in 2026. Compare features, ratings, user reviews, pricing, and more from Duality competitors and alternatives in order to make an informed decision for your business.
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Google Cloud BigQuery
Google
BigQuery is a serverless, multicloud data warehouse that simplifies the process of working with all types of data so you can focus on getting valuable business insights quickly. At the core of Google’s data cloud, BigQuery allows you to simplify data integration, cost effectively and securely scale analytics, share rich data experiences with built-in business intelligence, and train and deploy ML models with a simple SQL interface, helping to make your organization’s operations more data-driven. Gemini in BigQuery offers AI-driven tools for assistance and collaboration, such as code suggestions, visual data preparation, and smart recommendations designed to boost efficiency and reduce costs. BigQuery delivers an integrated platform featuring SQL, a notebook, and a natural language-based canvas interface, catering to data professionals with varying coding expertise. This unified workspace streamlines the entire analytics process. -
2
Titaniam
Titaniam
Titaniam provides enterprises and SaaS vendors with a full suite of data security/privacy controls in a single, enterprise grade solution. This includes highly advanced options such as encryption-in-use that enables encrypted search and analytics without decryption, 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. If 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 3+ categories of solutions making it the most effective, and economical solution in the market. Titaniam is featured by Gartner, IDC, and TAG Cyber and has won coveted industry awards e.g. SINET16 and at RSAC2022. -
3
1plusX
1plusX GmbH
At 1plusX, we empower publishers and advertisers to take control of their first-party assets to drive business results. Our real-time data management, data clean room, and CTV solutions converge to help customers engage their audiences with more meaningful and personalized content and advertising. We support publishers in monetizing their inventory and optimize advertisers’ marketing performance through data. So far, we’ve enhanced the marketing performance of companies around the world including Axel Springer, BI Garage, Le Figaro, South China Morning Post, and Tegna. And now part of TripleLift as of March 2022, the advertising technology company reinventing ad placement at the intersection of creative, media and data, we’re bringing publishers and marketers the most viable solution for the privacy-centric era of advertising. -
4
Snowflake
Snowflake
Snowflake is a comprehensive AI Data Cloud platform designed to eliminate data silos and simplify data architectures, enabling organizations to get more value from their data. The platform offers interoperable storage that provides near-infinite scale and access to diverse data sources, both inside and outside Snowflake. Its elastic compute engine delivers high performance for any number of users, workloads, and data volumes with seamless scalability. Snowflake’s Cortex AI accelerates enterprise AI by providing secure access to leading large language models (LLMs) and data chat services. The platform’s cloud services automate complex resource management, ensuring reliability and cost efficiency. Trusted by over 11,000 global customers across industries, Snowflake helps businesses collaborate on data, build data applications, and maintain a competitive edge.Starting Price: $2 compute/month -
5
Decentriq
Decentriq
Privacy-minded organizations work with Decentriq. With the latest advancements in encryption and privacy-enhancing technologies such as synthetic data, differential privacy, and confidential computing, your data stays under your control at all times. End-to-end encryption keeps your data private to all other parties. Decentriq cannot see or access your data. Remote attestation gives you verification that your data is encrypted and only approved analyses are running. Built-in partnership with market-leading hardware and infrastructure providers. Designed to handle even advanced AI and machine learning models, the platform keeps your data inaccessible no matter the challenge. With processing speeds approaching typical cloud levels, you don’t have to sacrifice scalability for excellent data protection. Our growing network of data connectors supports more streamlined workflows across leading data platforms. -
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xtendr
xtendr
xtendr unhides detailed, privacy-preserving insights across multiple independent data sources. xtendr enables access to thus far inaccessible data, and protects you during your entire data lifecycle, giving you confidence in complete privacy and regulatory compliance. xtendr is more than anonymity, it’s the critical missing piece for multi-party data sharing with true privacy protection - it is cryptography on duty so you can reach your full potential. The most advanced privacy-enhancing data collaboration technology. xtendr solved the decades-long cryptography challenge of data sharing between mutually mistrustful parties. Take your business further with an enterprise-grade data protection offering that allows individual organizations to form data partnerships while protecting sensitive data. Data is the currency of our digital age. Some argue that it is replacing oil as the world's most valuable resource and there is no doubt about its growing importance. -
7
amazee.ai
amazee.ai
amazee.ai is a secure private AI tool that gives organizations full control over their data, models, and compliance requirements while integrating AI into existing systems without exposing sensitive information outside the organization. Built with a privacy-first ethos and designed for data sovereignty, it ensures AI workloads and data remain within a chosen region, meeting regulatory needs like GDPR, HIPAA, and CCPA, and operates in a certified, compliant environment that avoids vendor lock-in by using transparent, open-source foundations and modular infrastructure. Its Private AI Assistant is an enterprise-grade, region-specific AI chat and generative tool that never logs prompts or outputs and enables secure processing and analysis of internal documents, CRM records, and support ticket data for insights, summaries, reports, and automated responses, all without data leaving the organization’s control. The infrastructure supports flexible deployment options.Starting Price: Free -
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CamoCopy
CamoCopy
CamoCopy is a privacy-first AI assistant and search platform designed as a secure alternative to ChatGPT and traditional search engines. Built on an open-source core, it delivers powerful AI capabilities without compromising user data or privacy. All chats, documents, images, and searches are encrypted and stored exclusively on EU-based servers. CamoCopy combines AI chat, anonymous web search, document analysis, and image recognition in one unified platform. Users can create workspaces to organize conversations and customize AI behavior by project or department. The platform supports both personal use and enterprise-grade collaboration with GDPR-compliant security. CamoCopy gives individuals and businesses full control over their data while boosting productivity.Starting Price: €15 per month -
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Okara
Okara
Okara is a privacy-first AI workspace and private chat platform that lets professionals interact with 20+ powerful open source AI language and image models in one unified environment without losing context as you switch between models, conduct research, generate content, or analyze documents. All conversations, uploads (PDF, DOCX, spreadsheets, images), and workspace memory are encrypted at rest, processed on privately hosted open-source models, and never used for AI training or shared with third parties, giving users full data control with client-side key generation and true deletion. Okara combines secure, encrypted AI chat with integrated real-time web, Reddit, X/Twitter, and YouTube search tools, unified memory across models, and image generation, letting users weave live information and visuals into workflows while protecting sensitive or confidential data. It also supports shared team workspaces, enabling collaborative AI threads and shared context for groups like startups.Starting Price: $20 per month -
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Lumo
Proton AG
Lumo is a privacy-first AI assistant built to deliver the power of generative AI while keeping your conversations completely confidential. Developed by the privacy experts behind Proton Mail and VPN, Lumo ensures that your dialogues remain yours alone, no logs are stored on the server side, and all saved chats are encrypted with zero-access encryption, meaning even Proton cannot read them. Open source by design, the service is transparent and verifiable. You can ask Lumo anything, from summarizing documents and rewriting emails to coding assistance, translations, brainstorming, and more, without any risk of your data being used to train models or shared with third parties. Conversations are encrypted end-to-end, and even the AI’s web search capability (if enabled) runs through privacy-friendly engines. Available without signup and deployable via web or mobile apps, Lumo offers both free and plus plans.Starting Price: €9.99 per month -
11
Maple AI
Maple AI
Maple AI is a privacy-first, general-purpose AI assistant designed for professionals and individuals who prioritize confidentiality in their digital interactions. Built on a foundation of end-to-end encryption, secure enclaves, and open source transparency, Maple ensures that your conversations remain exclusively yours, private, secure, and accessible anytime, anywhere. Whether you're a therapist managing sensitive client information, a lawyer drafting confidential documents, or an entrepreneur brainstorming your next big idea, Maple AI delivers secure productivity. It offers seamless syncing across devices, allowing users to move effortlessly between desktop and mobile, always picking up right where they left off. Maple AI provides a consistent and secure experience across platforms. With features like chat history search, AI-generated chat naming, and customizable chat organization, Maple enhances user productivity.Starting Price: $5.99 per month -
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OPAQUE
OPAQUE Systems
OPAQUE Systems offers a leading confidential AI platform that enables organizations to securely run AI, machine learning, and analytics workflows on sensitive data without compromising privacy or compliance. Their technology allows enterprises to unleash AI innovation risk-free by leveraging confidential computing and cryptographic verification, ensuring data sovereignty and regulatory adherence. OPAQUE integrates seamlessly into existing AI stacks via APIs, notebooks, and no-code solutions, eliminating the need for costly infrastructure changes. The platform provides verifiable audit trails and attestation for complete transparency and governance. Customers like Ant Financial have benefited by using previously inaccessible data to improve credit risk models. With OPAQUE, companies accelerate AI adoption while maintaining uncompromising security and control. -
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Helios Data
Helios Data
Helios Data’s unique algorithmic process governance approach, secure enclave technology secured by digital contracts governed and surveilled by algorithmic “fingerprints”, ensures data can be analyzed and processed safely and productively. Companies with personal or sensitive data assets, and their analytical partners, can restart and grow their data-driven analytical and monetization activities securely and economically. Eliminate data sharing and usage risk. Minimize data sharing and monetization costs. Maximize the value of enterprise personal and other sensitive data assets. Reenergize business models and revenue opportunities muted by data protection and privacy concerns. Digital contract governance technology adds precision and real-time enforcement to otherwise passive legal contracts or data processing agreements. “Confidential compute” secure enclave technology guarantees data-in-use protection: no data can ever be leaked, lost, exposed, misused, or misdirected. -
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Phala
Phala
Phala is a hardware-secured cloud platform designed to help organizations deploy confidential AI with verifiable trust and enterprise-grade privacy. Using Trusted Execution Environments (TEEs), Phala ensures that AI models, data, and computations run inside fully isolated, encrypted environments that even cloud providers cannot access. The platform includes pre-configured confidential AI models, confidential VMs, and GPU TEE support for NVIDIA H100, H200, and B200 hardware, delivering near-native performance with complete privacy. With Phala Cloud, developers can build, containerize, and deploy encrypted AI applications in minutes while relying on automated attestations and strong compliance guarantees. Phala powers sensitive workloads across finance, healthcare, AI SaaS, decentralized AI, and other privacy-critical industries. Trusted by thousands of developers and enterprise customers, Phala enables businesses to build AI that users can trust.Starting Price: $50.37/month -
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Qypt AI
Qypt AI
With features like on-device AI-powered document search and granular access control, Qypt AI enhances productivity while safeguarding confidential information. Whether you're handling personal documents like tax recChat & Discuss Documents: Securely, Without Sharing. Qypt AI provides a secure and efficient solution for team communication and collaboration. Designed for both individuals and businesses, Qypt AI offers encrypted messaging, secure file sharing, and advanced document redaction, ensuring sensitive data is protected at every step.ords or business-critical files such as contracts and financial statements, Qypt AI ensures that data breaches and inefficient workflows are a thing of the past.Starting Price: Free -
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InfoSum
InfoSum
InfoSum unlocks data’s limitless potential. Using patented, privacy-first technology, InfoSum connects customer records between and amongst companies, without ever sharing data. Customers across financial services, content distribution, connected television, eCommerce, gaming, and entertainment all trust InfoSum to seamlessly and compliantly connect their customer data to other partners through privacy-safe, permissioned, data networks. There are many applications for InfoSum’s technology, including standard ‘data-onboarding’ to much more sophisticated use cases that allow for the creation of owned identity platforms, the development of new data and advertising products, and the formation of entirely new marketplaces. InfoSum was founded in 2015. The company has multiple patents, protecting its invention of the ‘non-movement of data.’ InfoSum is based in the US, UK and CE, with offices, and customers across Europe and North America. The company is poised for exponential growth -
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Azure Confidential Computing
Microsoft
Azure Confidential Computing increases data privacy and security by protecting data while it’s being processed, rather than only when stored or in transit. It encrypts data in memory within hardware-based trusted execution environments, only allowing computation to proceed after the cloud platform verifies the environment. This approach helps prevent access by cloud providers, administrators, or other privileged users. It supports scenarios such as multi-party analytics, allowing different organisations to contribute encrypted datasets and perform joint machine learning without revealing underlying data to each other. Users retain full control of their data and code, specifying which hardware and software can access it, and can migrate existing workloads with familiar tools, SDKs, and cloud infrastructure. -
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Dvina
Dvina
Dvina is a unified, all-in-one AI platform that lets users connect live databases and over 120 apps (like Google Analytics, Salesforce, Notion, SAP HANA, Airtable, Linear, and more) into a single intelligent workspace where AI can query, analyze, summarize, and act on real-time data without copying or replicating it; this enables teams to pull the latest metrics, generate insights, and answer complex business questions directly from their connected systems rather than stitching workflows across disconnected tools. It emphasizes privacy-first design with automatic personal data detection and masking, zero training on user data, and strong security and compliance controls with EU-based infrastructure and protections such as GDPR-aligned policies and customizable retention, so sensitive data stays controlled and protected while AI works against live sources.Starting Price: Free -
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Google Cloud’s Confidential Computing delivers hardware-based Trusted Execution Environments to encrypt data in use, completing the encryption lifecycle alongside data at rest and in transit. It includes Confidential VMs (using AMD SEV, SEV-SNP, Intel TDX, and NVIDIA confidential GPUs), Confidential Space (enabling secure multi-party data sharing), Google Cloud Attestation, and split-trust encryption tooling. Confidential VMs support workloads in Compute Engine and are available across services such as Dataproc, Dataflow, GKE, and Vertex AI Workbench. It ensures runtime encryption of memory, isolation from host OS/hypervisor, and attestation features so customers gain proof that their workloads run in a secure enclave. Use cases range from confidential analytics and federated learning in healthcare and finance to generative-AI model hosting and collaborative supply-chain data sharing.Starting Price: $0.005479 per hour
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Fortanix Confidential AI
Fortanix
Fortanix Confidential AI is a unified platform that enables data teams to process sensitive datasets and run AI/ML models entirely within confidential computing environments, combining managed infrastructure, software, and workflow orchestration to maintain organizational privacy compliance. The service offers readily available, on-demand infrastructure powered by Intel Ice Lake third-generation scalable Xeon processors and supports execution of AI frameworks inside Intel SGX and other enclave technologies with zero external visibility. It delivers hardware-backed proofs of execution and detailed audit logs for stringent regulatory requirements, secures every stage of the MLOps pipeline, from data ingestion via Amazon S3 connectors or local uploads through model training, inference, and fine-tuning, and provides broad model compatibility. -
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LiveRamp Clean Room
LiveRamp
Third-party cookies are crumbling, data privacy laws and consumer opt-outs are spreading, and the customer insights you need are siloed inside walled gardens and other channels. Meet the LiveRamp Clean Room, powered by Habu. Improve your ROAS by integrating, analyzing, and activating data across platforms. Gain a holistic view of performance data across all advertising channels, walled gardens, CTV providers, and social platforms, to drive strategic decisions with a complete dataset. Drive privacy-centric data collaboration across the ever-growing LiveRamp global ecosystem, unlocking new opportunities while propelling campaigns forward. Accelerate time to value with a tailored user experience for business users via prebuilt templates and gen AI, while offering advanced analytic capabilities for more technical users. Optimize spend with full visibility into walled gardens, channels, and clouds. -
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nilGPT
nilGPT
nilGPT is a privacy-focused AI chat companion that emphasizes secure, anonymized interaction. It claims that all data is handled with “data private by default”, your chat inputs are split and stored across multiple nilDB nodes, and AI models run inside secure enclaves, so your data isn’t centrally exposed. nilGPT offers specialized conversation modes (such as wellness, personal assistant, companion) to adapt to different use cases. It positions itself as a place where users can “talk freely” about sensitive thoughts or personal topics without fear of log retention or surveillance. It provides both a browser chat interface and app access, with options to sign in or chat anonymously. According to its GitHub repo, nilGPT is built using “SecretLLM + SecretVaults” and is open source under the MIT license. -
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Anjuna Confidential Computing Software
Anjuna Security
Anjuna® makes it simple for enterprises to implement Confidential Computing by allowing applications to operate in complete privacy and isolation, instantly and without modification. Anjuna Confidential Computing software supports custom and legacy applications—even packaged software such as databases and machine learning systems. Both on-site and in the cloud, Anjuna's broad support provides the strongest and most uniform data security across AWS Nitro, Azure, AMD SEV, Intel SGX, and other technologies. -
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Jatter.ai
Jatter.ai
Jatter is an AI-powered chat app that keeps every conversation secure and anonymous through client-side encryption, ensuring only you hold the key to read your messages and that the service never retains your chat history. It anonymizes chats by stripping personal identifiers before processing, lets you draft emails, documents, or notes quickly while maintaining full encryption, and provides detailed, personalized answers across technical or creative topics to help you learn faster. When you mention places, Jatter auto-links them to maps for easy trip planning and restaurant or attraction recommendations, and it supports end-to-end encrypted location sharing so you can securely share your whereabouts with friends or collaborators. Built on GPT-4o Mini with integrated maps functionality, Jatter combines robust privacy protections with versatile chat features for private, intelligent conversations.Starting Price: Free -
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Optable
Optable
End-to-end data clean room platform, integrated for activation. Publishers and advertisers use Optable data clean room technology to securely plan, activate and measure advertising campaigns. A new generation of privacy-preserving data collaboration software. Optable customers can collaborate with their customers and partners, including those who aren't Optable customers themselves. This can be done using the platform's Flash Nodes, allowing to invite other parties into a secure environment. Optable offers a decentralized identity infrastructure, allowing to build of private identity graphs. The infrastructure provides means for creating purpose-limited, permission data clean rooms that minimize data movement. Interoperability with data warehouses and other data clean rooms is key. The use of our open-source software allows third-party platforms to match data with Optable customers, as well as implement secure clean room functions for their own use. -
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Nitromia
Nitromia
Unlocking the power of fully homomorphic encryption for financial institutions. Imagine a world where you can extract insights from your data and perform advanced analytics without worrying about data leakage, attacks and compliance. With Nitromia’s fully homomorphic cryptography, companies perform advanced data science and computations at minimum risk with zero exposure for data at rest and in transit. The Platform. Based on cutting edge fully homomorphic technology, Nitromia’s enablement platform empowers data scientists to run artificial intelligence and machine learning analytics directly on encrypted data. With Nitromia, business insights are extracted and sensitive data is analyzed, all while remaining hidden and secure. Built on the pillars of security, privacy and compliance, the revolutionary platform enables complex calculations and predictive analytics in real time. With Nitromia, financial institutions can finally fully utilize their data with zero risk. -
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Cosmian
Cosmian
Cosmian’s Data Protection Suite delivers a comprehensive, next-generation cryptography platform to secure sensitive data and applications in use, at rest, and in motion across cloud and edge environments. It includes Cosmian Covercrypt, a high-performance hybrid classical and post-quantum encryption library with traceable, fine-grained access control; Cosmian KMS, an open-source, centralized key management system that enables massive client-side encryption on the fly; and Cosmian VM, a plug-and-play, verifiable confidential virtual machine that continuously cryptographically verifies its own integrity without disrupting existing workflows. An AI Runner (“Cosmian AI”) operates within the confidential VM to enable secure model training, querying, and fine-tuning, no coding required. All components integrate via simple APIs and deploy rapidly through AWS, Azure, or Google Cloud marketplaces, empowering organizations to build zero-trust architectures. -
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PrivateGPT
PrivateGPT
PrivateGPT is a custom AI solution designed to integrate seamlessly with a company's existing data and tools while addressing privacy concerns. It provides secure, real-time access to information from multiple sources, improving team efficiency and decision-making. By enabling controlled access to a company's knowledge base, it helps teams collaborate more effectively, answer customer queries faster, and streamline software development processes. The platform ensures that data remains private, offering flexible hosting options either on-premises, in the cloud, or through its secure cloud services. PrivateGPT is tailored for businesses seeking to leverage AI to access critical company information while maintaining full control and privacy. -
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Enveil
Enveil
Data is the backbone of the digital economy, we change the paradigm of how and where organizations can leverage data to unlock value. Enterprises use Enveil’s award-winning ZeroReveal® solutions to securely and privately use data in-place across organizational boundaries, jurisdictions, and third parties while ensuring that the content of the interaction and the results are never exposed. Our PETs and homomorphic encryption-powered capabilities deliver an efficient and decentralized data collaboration framework designed to reduce risk and address business challenges including data sharing, monetization, and regulatory compliance. Protecting data while it's being used or processed, the ‘holy grail’ of secure data usage, we deliver the most mature encrypted search, analytic, and machine learning products on the market. Enveil is a pioneering privacy enhancing technology company protecting data in use for secure data usage, sharing, and monetization. -
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Google Ads Data Hub
Google
Tailor your marketing measurement approach to your unique business needs. Ads Data Hub enables customized analysis that aligns with your specific business objectives while respecting user privacy and upholding Google’s high standards of data security. With Ads Data Hub, you can upload your first-party data into BigQuery and join it with Google event-level ad campaign data. Combining your data with Google event data can unlock insights, improve advertising efficiency, help you achieve data-driven business goals, and yield more effective campaign optimization. Results from Ads Data Hub are aggregated over a group of users, which allows Google to provide more complete data and still maintain end-user privacy. Ads Data Hub is built in a privacy-safe way, and its functionality differs significantly from other data warehousing solutions. Even experts with experience using other clean rooms and data warehousing solutions may need to learn how to operate effectively in Ads Data Hub. -
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Duck.ai
DuckDuckGo
Duck.ai is DuckDuckGo's AI-powered chatbot, integrated seamlessly into their search engine to deliver privacy-focused conversational answers. It leverages advanced machine learning algorithms to provide quick, accurate, and contextually relevant responses across a broad range of topics. The chatbot is designed to be a helpful tool for users seeking instant information, but it stands out by ensuring that no personal data is collected, stored, or tracked. By aligning with DuckDuckGo's commitment to user privacy, Duck.ai offers a secure way for users to engage with AI without compromising their anonymity or data security.Starting Price: Free -
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AppsFlyer
AppsFlyer
AppsFlyer helps brands make good choices for their business and their customers through innovative, privacy-preserving measurement, analytics, fraud protection, and engagement 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. -
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Habu
Habu
Connect to data wherever it lives, even across a disparate universe. Data and model enrichment is the #1 way to increase and enhance acquisition and retention. Through machine learning, you will unlock new insights by bringing proprietary models, like propensity models, and data together in a protected way to supercharge your customer profiles and models and scale rapidly. It’s not enough to enrich the data. Your team must seamlessly go from insight to activation. Automate audience segmentation and immediately push your campaigns across disparate channels. Be smarter about who you target to save on budget and churn. Know where to target and when. Have the tools to act on data at the moment. Identifying the entire customer journey, including different types of data, has always been a challenge. As privacy regulations get stricter and data becomes more distributed, secure and easy access to those intent signals is more critical than ever. -
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Zeotap
Zeotap
Zeotap is a Customer Intelligence Platform (CIP) that helps companies better understand their customers and predict behaviors, to invest in more meaningful experiences. We enable brands to build on a nucleus of first-party data to win new customers and grow their loyal base. Our independent but integrated modules include customer data unification, identity resolution, enrichment, analytics/modeling (including in data clean rooms), and activation to 100+ partners in the marketing ecosystem. Recognized by Gartner as a "Cool Vendor" (2020) and by AdExchanger as the “Best Data-Enabling Technology” (2019), our platform meets the highest enterprise data privacy and security standards, including GDPR, ISO 27001, and CSA STAR. We serve the world's top brands, agencies, and publishers across a dozen countries in Europe, North and Latin America, and APAC. Zeotap is also the founding member of ID+, a universal marketing ID initiative. -
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Search Encrypt
Search Encrypt
Search Encrypt was designed from the ground up with privacy as its core value. The Search Encrypt extension protects your privacy by detecting searches that may be tracked and tied to your personal information. It intercepts those searches and redirects them to Search Encrypt's privacy-enhanced search engine which will be set to your default search engine. Search Encrypt is supported by sponsored ads featured on our search results page. Searches that may be tracked are stopped from processing and redirected to our privacy-enhanced search engine. Search Encrypt forces an advanced SSL encryption with perfect forward secrecy and also encrypts your search term locally before being sent to our servers. Enhance your local browsing privacy! After 30 minutes of inactivity, Search Encrypt results expire and can no longer be viewed. -
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Permutive
Permutive
Permutive’s revolutionary Audience Activation Platform bridges the gap between publishers and advertisers in an evolving advertising ecosystem. With Permutive, publishers can monetize audience data and advertisers can target with precision, all within a privacy-safe environment. Our publisher data platform comes in two products that help you collect, analyze and activate your data in real time. Because nobody understands your audience better than you. See more users. Scale your segments. Increase your inventory. First-party insights that grow your data-driven ad revenue 4x. Permutive is the data platform designed exclusively for publishers. We built it using edge processing – where computations happen on the device that generates the data, rather than the cloud – for a faster, more scalable and more privacy-conscious platform. -
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Amazon Marketing Cloud
Amazon
Amazon Marketing Cloud (AMC) is a secure, privacy-protected, cloud-based, clean room solution in which advertisers can easily perform analysis and create audiences via pseudonymized signals, including signals from Amazon Ads and its own inputs. AMC unifies rich signals from Amazon properties, advertisers, and built-in external providers, and allows flexible inquiries about these signals in a secure privacy environment. Subsequently, advertisers can employ personalized insights and audiences generated through AMC to optimize campaign strategies, direct marketing execution, and influence business decisions. Create custom audience lists using interaction logs, conversion events, segment information, and more. Audiences created in AMC can be activated directly through Amazon DSP. Get a deep understanding of customer shopping experiences through Amazon Ads media and channels. Quantifies the advertising impact on Amazon and outside of Amazon. -
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Privatemode AI
Privatemode
Privatemode is an AI service like ChatGPT—but with one critical difference: your data stays private. Using confidential computing, Privatemode encrypts your data before it leaves your device and keeps it protected even during AI processing. This ensures that your information remains secure at all times. Key features: End-to-end encryption: With confidential computing, your data remains encrypted at all times - during transfer, storage, and during processing in main memory. End-to-end attestation: The Privatemode app and proxy verify the integrity of the Privatemode service based on hardware-issued cryptographic certificates. Advanced zero-trust architecture: The Privatemode service is architected to prevent any external party from accessing your data, including even Edgeless Systems. Hosted in the EU: The Privatemode service is hosted in top-tier data centers in the European Union. More locations are coming soon.Starting Price: €5/1M tokens -
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Tinfoil
Tinfoil
Tinfoil is a verifiably private AI platform built to deliver zero-trust, zero-data-retention inference by running open-source or custom models inside secure hardware enclaves in the cloud, giving you the data-privacy assurances of on-premises systems with the scalability and convenience of the cloud. All user inputs and inference operations are processed in confidential-computing environments so that no one, not even Tinfoil or the cloud provider, can access or retain your data. It supports private chat, private data analysis, user-trained fine-tuning, and an OpenAI-compatible inference API, covers workloads such as AI agents, private content moderation, and proprietary code models, and provides features like public verification of enclave attestation, “provable zero data access,” and full compatibility with major open source models. -
40
Omnisient
Omnisient
We help businesses unlock the power of 1st party data collaboration without the risks. Transform your consumer data from a liability to a revenue-generating asset. Thrive in the post-cookie world with 1st party consumer data. Collaborate with more partners to unlock more value for your customers. Grow financial inclusion and increase revenue through innovative alternative data partners. Enhance underwriting accuracy and maximize profitability with alternative data sources. Each participating party uses our desktop application to anonymize, tokenize, and protect all personally identifiable information in their consumer data set within their own local environment. The process generates US-patented crypto-IDs for each anonymized consumer profile locally to enable the matching of mutual consumers across multiple data sets in our secure and neutral Cloud environment. We’re leading the next generation of consumer data. -
41
Venice.ai
Venice.ai
Venice is a permissionless alternative to the popular AI apps. It is an alternative needed because those apps violate your privacy and censor the AI’s responses. Venice utilizes leading open source AI technology to deliver uncensored, unbiased machine intelligence, and we do it while preserving your privacy. Search the world’s information, have rich conversations, analyze documents, and create images and art at the push of a button. Venice is super simple, with no downloads. There are no installations of anything. For basic use, no account is necessary and the service is free, you can use it right now. The Venice front-end is a clean web app that should feel familiar to anyone who has used generative AI. Your conversation history is stored only in your browser. Venice does not store or log prompt or model responses on our servers. Several different AI models for different results and styles. Ability to save and organize past conversations for future reference.Starting Price: $49 per year -
42
xPrivo
xPrivo
A free, open-source AI chat alternative to ChatGPT and Perplexity that prioritizes your privacy and anonymity. No account required – not even for PRO features. All chats are stored locally on your device and never logged or used for training. Key Features: - 100% Anonymous | Zero personal data collection - EU-hosted models - GDPR-compliant servers running Mistral 3, DeepSeek V3.2, and other powerful open-source models behind the default xprivo model - Web search with sources. Get fact-checked, current information - Self-hostable. Run it on your own infrastructure or use the hosted version - BYOK support. Connect your own API keys from OpenAI, Anthropic, Grok, etc. - Local-first. Your chat history never leaves your device - Open source. Fully auditable code on GitHub - Use it with ollama to chat with your local models fully offline Perfect for privacy-conscious users who want powerful AI assistance without compromising their anonymity. -
43
Vendia
Vendia
Vendia is a SaaS service that makes it easy for companies and organizations to share code and data across clouds, regions, accounts, and technology stacks. Vendia helps enterprises share code and data across companies, clouds, accounts, regions, and technology stacks. Vendia's unique architecture offers a distributed data model that goes everywhere you need it to, and its serverless design enables it to scale seamlessly. Vendia helps businesses create a complete portrait of their data, for example to track and trace items in a supply chain. Often that information spans business parties, such as suppliers, logistics, affiliates, and others. These might be different legal entities, different departments within the same enterprise, or even the same department but divided by their adoption of different public cloud services, such as one using AWS and another using Azure. -
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AWS Clean Rooms
Amazon
Create clean rooms in minutes, and collaborate with your partners without sharing raw data. AWS Clean Rooms helps customers more quickly and easily deploy their own clean rooms without having to build, manage, and maintain their own solutions. Companies can also use APIs to integrate the functionality of AWS Clean Rooms into their workflows. AWS Clean Rooms helps companies and their partners more easily and securely analyze and collaborate on their collective datasets, All without sharing or copying one another's underlying data. With AWS Clean Rooms, you can create a secure data clean room in minutes and collaborate with any other company on AWS to generate unique insights about advertising campaigns, investment decisions, and research and development. AWS Clean Rooms makes it quick and easy to generate insights from multiparty data with minimal data movement and without copying or revealing the underlying data. -
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YouMind
YouMind
YouMind is an AI-powered creation studio that seamlessly blends learning and writing in a unified workspace, empowering users to turn ideas into meaningful output. With a browser extension and upload support, it lets creators easily save diverse source materials to dedicated project boards. Within these boards, users can conduct deep material exploration through AI-powered tools that convert media to text, generate summaries, highlight key points, and build mind maps. It supports custom agent assistants utilizing top models from OpenAI, Anthropic, Google, and DeepSeek, enabling contextual querying and conversational aid. Organization is intuitive and flexible; content, thoughts, and notes are grouped logically within each board, and custom assistants can be configured with simple settings for tasks like topic extraction. For output, YouMind emphasizes human–AI collaboration, all within a privacy-first environment where user data is fully controlled.Starting Price: $20 per month -
46
Lotame
Lotame Solutions
What is Lotame Spherical Platform? Spherical is Lotame’s end-to-end data collaboration platform and helps digital marketers and media owners drive growth and innovation with actionable customer intelligence, data informed audiences, and identity powered activation. • Actionable Customer Intelligence • Data Informed Audiences • Identity Powered Activation Navigating the cookieless landscape doesn’t have to be a headache. With Spherical, onboard, unify, model, enrich, and activate both known and unknown first-party data in smarter, faster, and easier ways. Our unique blend of proprietary technology, mature partnerships, and data expertise help digital marketers and media owners obtain a multidimensional view of customers, and deliver personalized messages across all domains and devices. -
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NVIDIA Confidential Computing secures data in use, protecting AI models and workloads as they execute, by leveraging hardware-based trusted execution environments built into NVIDIA Hopper and Blackwell architectures and supported platforms. It enables enterprises to deploy AI training and inference, whether on-premises, in the cloud, or at the edge, with no changes to model code, while ensuring the confidentiality and integrity of both data and models. Key features include zero-trust isolation of workloads from the host OS or hypervisor, device attestation to verify that only legitimate NVIDIA hardware is running the code, and full compatibility with shared or remote infrastructure for ISVs, enterprises, and multi-tenant environments. By safeguarding proprietary AI models, inputs, weights, and inference activities, NVIDIA Confidential Computing enables high-performance AI without compromising security or performance.
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48
PlatON
PlatON
Combining blockchain and privacy-preserving computation technologies, PlatON is building a decentralized and collaborative AI network and global brain to drive the democratization of AI for safe artificial general intelligence. PlatON, initiated and driven by the LatticeX Foundation, is a next-generation Internet infrastructure protocol based on the fundamental properties of blockchain and supported by the privacy-preserving computation network. “Computing interoperability” is its core feature. By building a computing system assembled by verifiable computation, secure multi-party computation, zero-knowledge proof, homomorphic encryption and other cryptographic algorithms and blockchain technology, PlatON provides a public infrastructure in open source architecture for global artificial intelligence, distributed application developers, data providers and various organizations, communities and individuals with computing needs. -
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CustomGPT
CustomGPT
CustomGPT is the customer engagement AI platform for businesses to grow customer engagement, employee efficiency & revenue with their own business data and ChatGPT. A custom ChatGPT model trained on your business content can automate repetitive tasks and provide quick responses to customer inquiries, freeing up human staff to focus on more strategic tasks. With ChatGPT + your business content, your business can provide more tailored and relevant customer interactions, enhancing the overall customer experience. Discover all the ways CustomGPT can help streamline your workflows and improve your company’s efficiency. Quickly ingest your business content with our seamless sitemap integration or upload your files, easy setup guaranteed. Get cutting-edge AI capabilities with our ChatGPT-powered custom bot. Share your custom bot with ease via embed widgets, live chat, or API. With Customized AI technology, businesses can provide more tailored and relevant customer interactions.Starting Price: $89 per month -
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ID Privacy AI
ID Privacy AI
At ID Privacy, we are shaping the future of AI with a focus on privacy-first solutions. Our mission is simple, to deliver cutting-edge AI technologies that empower businesses to innovate without compromising the security and trust of their users. ID Privacy AI delivers secure, adaptable AI models built with privacy at the core. We empower businesses across industries to harness advanced AI, whether optimizing workflows, enhancing customer AI chat experiences, or driving insights, while safeguarding data. Built under a cloak of stealth, the team at ID Privacy began meeting and formulating the plan for our AI as a service solution. Launched with multi-modal, multi-lingual capabilities and the deepest knowledge base on ad tech currently available anywhere. ID Privacy AI is focused on privacy-first AI development for businesses and enterprises. Empowering businesses with a flexible AI framework that protects data while solving complex challenges across any vertical.Starting Price: $15 per month
