Top Decentriq Alternatives

Snowflake is a leading AI Data Cloud platform designed to help organizations harness the full potential of their data by breaking down silos and streamlining data management with unmatched scale and simplicity. The platform’s interoperable storage capability offers near-infinite access to data across multiple clouds and regions, enabling seamless collaboration and analytics. Snowflake’s elastic compute engine ensures top-tier performance for diverse workloads, automatically scaling to meet demand and optimize costs. Cortex AI, Snowflake’s integrated AI service, provides enterprises secure access to industry-leading large language models and conversational AI capabilities to accelerate data-driven decision making. Snowflake’s comprehensive cloud services automate infrastructure management, helping businesses reduce operational complexity and improve reliability. Snowgrid extends data and app connectivity globally across regions and clouds with consistent security and governance. The Horizon Catalog is a powerful governance tool that ensures compliance, privacy, and controlled access to data assets. Snowflake Marketplace facilitates easy discovery and collaboration by connecting customers to vital data and applications within the AI Data Cloud ecosystem. Trusted by more than 11,000 customers globally, including leading brands across healthcare, finance, retail, and media, Snowflake drives innovation and competitive advantage. Their extensive developer resources, training, and community support empower organizations to build, deploy, and scale AI and data applications securely and efficiently.

Our data management platform empowers publishers to make informed, data-driven choices based on first-party insights, enabling precise audience targeting and engagement in real time. This approach eliminates reliance on intuition. We gather, refine, and optimize our clients' first-party data while ensuring privacy and security, thereby maximizing its potential for impactful decision-making. As a result, our customers can engage their audiences more effectively than ever before.

Helios Data employs a unique governance strategy that leverages secure enclave technology and digital contracts, monitored by algorithmic "fingerprints," to ensure safe and effective data analysis and processing. This pioneering method allows businesses dealing with personal or sensitive data, along with their analytical partners, to confidently resume and broaden their data-driven analytical and monetization initiatives in a financially sustainable way. By significantly mitigating the risks linked to data sharing and utilization, organizations can effectively decrease their costs associated with data monetization while simultaneously increasing the value extracted from their personal and sensitive data assets. This approach rejuvenates business models and reveals new revenue streams that may have previously been hindered by fears surrounding data protection and privacy. Furthermore, the introduction of digital contract governance enhances the accuracy and immediate enforcement of agreements that would normally be passive legal documents or data processing contracts. The integration of "confidential compute" secure enclave technology guarantees strong protection for data-in-use, ensuring that information remains secure from leaks, loss, exposure, misuse, or misdirection, thereby strengthening trust in data management practices. Overall, Helios Data's strategy not only improves security but also empowers organizations to fully realize the potential of their data, allowing them to thrive in a competitive market. With such advancements, businesses can confidently navigate the complexities of data governance while unlocking substantial growth opportunities.

xtendr offers an extensive range of privacy-centered insights drawn from multiple independent data sources while prioritizing user protection throughout the entire data management process. This groundbreaking platform grants access to data that was previously difficult to obtain, fostering confidence in both privacy measures and regulatory compliance. In addition to ensuring anonymity, xtendr effectively bridges the crucial divide in multi-party data sharing by implementing strong privacy protections, acting as a steward of your information through advanced cryptographic techniques that empower you to reach your full potential. It stands as the apex of privacy-enhancing data collaboration technology, having adeptly addressed longstanding cryptographic hurdles linked to data sharing between parties with varying levels of trust. Organizations can elevate their operations with xtendr’s enterprise-grade data protection solutions, which enable the development of data partnerships without compromising sensitive information. In the contemporary digital age, data is increasingly viewed as an essential currency, with many experts claiming it has overtaken oil as the most valuable asset, highlighting its growing importance in our lives. As we navigate this digital transformation, the necessity for secure data sharing only intensifies, making it critical for businesses that aspire to succeed in a connected global economy. Furthermore, the ability to harness data safely is not just advantageous—it's becoming a foundational requirement for strategic growth and innovation.

Permutive has developed an innovative Audience Activation Platform that adeptly links publishers with advertisers in an ever-evolving advertising ecosystem. This platform gives publishers the ability to leverage their audience data for monetization, while also granting advertisers the tools needed for precise targeting, all within a privacy-first framework. Our data platform is designed specifically for publishers and includes two key products that facilitate real-time data collection, analysis, and activation. With your in-depth understanding of your audience, you can utilize Permutive to broaden your reach, refine your audience segments, and improve your advertising inventory. The insights derived from first-party data can significantly enhance your data-driven advertising revenue, potentially increasing it by four times. Exclusively crafted for the needs of publishers, Permutive harnesses edge processing technology, which executes data calculations on the originating device rather than depending on the cloud, creating a faster, more scalable, and privacy-conscious platform. This cutting-edge method not only boosts operational efficiency but also guarantees the protection of user data, fostering trust in the advertising process. Ultimately, Permutive is reshaping how publishers and advertisers interact in a privacy-centric manner.

Duality Technologies delivers a state-of-the-art privacy-enhancing platform that empowers enterprises to securely collaborate, analyze, and run AI models on sensitive, distributed, or inaccessible data without ever exposing the underlying information. Utilizing cutting-edge Privacy Enhancing Technologies (PETs) such as fully homomorphic encryption, federated learning, and trusted execution environments, Duality ensures data confidentiality, sovereignty, and regulatory compliance throughout the data science lifecycle. The platform enables seamless secure collaboration across organizational boundaries, data silos, and international borders, facilitating use cases in finance, healthcare, government, and marketing. With Duality, organizations can unlock deep insights, improve research capabilities, and accelerate data-driven innovation without the risks associated with data sharing or movement. It integrates effortlessly with major cloud service providers including AWS, Microsoft Azure, and Google Cloud, offering scalable and verifiable compliance-driven workflows. Duality’s collaboration hub manages governance and controls, allowing enterprises to securely share and analyze encrypted data with partner organizations. The platform supports complex AI workloads with privacy-first design, enabling customers to safely evaluate third-party AI models and securely train their own on encrypted datasets. Industry leaders trust Duality to balance powerful data science with uncompromising privacy, driving competitive advantage through secure collaboration. Their technology also underpins government programs requiring post-quantum security and zero-trust principles. Overall, Duality transforms how sensitive data is utilized, allowing organizations to harness AI innovation while maintaining absolute control over privacy and compliance.

Optable offers an all-encompassing data clean room platform that streamlines activation processes. This cutting-edge technology equips both advertisers and publishers with the tools needed to securely plan, execute, and assess their advertising strategies. Marking a transformative shift in data collaboration with a strong emphasis on privacy, Optable allows clients to interact with their own customer base as well as partners, even those not on the platform. Through the utilization of Flash Nodes, users have the ability to invite external participants into a safeguarded environment. Moreover, Optable incorporates a decentralized identity infrastructure that aids in the development of private identity graphs, which are essential for creating tailored, permission-based data clean rooms that significantly minimize data transmission. Ensuring seamless integration with data warehouses and various clean rooms is crucial for its effectiveness. By harnessing open-source software, third-party platforms can adeptly align their data with that of Optable's clients and establish secure clean room functionalities customized to their specific requirements, thus improving the overall efficiency of data collaboration. This comprehensive strategy not only solidifies Optable's reputation but also positions it at the forefront of the dynamic and ever-changing realm of data privacy and collaboration, paving the way for future innovations in the industry.

InfoSum harnesses the boundless possibilities of data by employing its patented privacy-first technology, which enables the linkage of customer records across different companies without the necessity of data sharing. This innovative approach has earned InfoSum the trust of clients in various sectors including financial services, content distribution, connected television, gaming, and entertainment. By facilitating seamless and compliant connections between customer data and partners through privacy-safe, permission-controlled networks, InfoSum stands out in the industry. The applications of InfoSum's technology are diverse, ranging from traditional data onboarding to more intricate scenarios that include the establishment of unique identity platforms, the creation and commercialization of new products and data, and even the formation of entirely new markets. Since its inception in 2015, InfoSum has laid a solid foundation and is now positioned for remarkable growth in the coming years. The company's commitment to innovation continues to drive its momentum in the data landscape.

We enable organizations to leverage the capabilities of first-party data collaboration while effectively reducing any potential risks involved. By transforming consumer data from a possible liability into a lucrative asset, companies can thrive in an evolving landscape that has surpassed traditional cookie usage. Our method promotes stronger partnerships with additional collaborators, which in turn amplifies value for clients. Additionally, we promote financial inclusion and enhance revenue through pioneering alliances that tap into alternative data resources. Our solution improves the precision of underwriting and increases profitability by integrating these varied data streams. Each participant utilizes our secure desktop application to anonymize, tokenize, and protect all personally identifiable information within their consumer data, ensuring it stays secure in their local setting. This process generates US-patented crypto-IDs for every anonymized consumer profile, facilitating the secure linking of shared consumers across multiple datasets within our neutral Cloud infrastructure. By employing our state-of-the-art technology, we are leading the charge in the next phase of consumer data management and collaboration. This guarantees that businesses can prosper in a data-centric future while adhering to the utmost standards of privacy and security, ultimately fostering greater trust and transparency in the marketplace.

AppsFlyer provides brands with the tools they need to make informed decisions for both their businesses and their customers through its sophisticated measurement, data analysis, deep linking, engagement solutions, fraud prevention, data clean room capabilities, and privacy-centric technologies. Founded on the principle that companies can enhance customer privacy while delivering outstanding experiences, AppsFlyer enables numerous creators and over 10,000 technology partners to foster stronger and more significant relationships with their customers. By leveraging these innovative solutions, brands can truly elevate their customer engagement and trust. For further information, check out appsflyer.com.

Roseman Labs enables the encryption and integration of various data sets while safeguarding privacy and commercial confidentiality. This capability empowers you to merge data from different sources, conduct analyses, and extract valuable insights necessary for process optimization. By harnessing the potential of your data, you can unlock new opportunities for growth. With Roseman Labs, the ease of Python enhances the encryption process, making it accessible. Safeguarding sensitive data allows for insightful analysis while ensuring compliance with privacy laws like GDPR. Enhanced compliance not only protects sensitive commercial and personal information but also facilitates the generation of meaningful insights. The cutting-edge encryption methods provided ensure robust data privacy. Roseman Labs allows for the seamless linking of data sets from various contributors, enabling the identification of overlapping records across multiple sources. This integration fosters the emergence of new insights and patterns that would otherwise remain hidden in standalone data sets. Ultimately, this innovative approach transforms data analytics into a more secure and effective process.

QEDIT represents a powerful platform aimed at businesses, specifically crafted for collaboration on data across various organizations amidst the dynamic data economy. Leveraging state-of-the-art privacy-enhancing technologies, it empowers companies to monetize their data assets, enhance analytics, and derive meaningful insights from external sources while maintaining a secure environment. Our cloud-based solution is designed for scalability and seamlessly integrates with existing legacy systems, ensuring rapid deployment. Equipped with features like customizable dashboards, comprehensive reporting tools, and instant notifications, QEDIT provides crucial and timely business intelligence. This platform not only facilitates data sharing in compliance with regulations but also promotes organizational growth, mitigates risks, and tackles complex business issues. In essence, QEDIT supplies firms with the essential resources to engage in secure collaborations and harness external data insights without jeopardizing privacy. By enabling these vital connections, QEDIT revolutionizes how organizations engage in data sharing and maximize its utilization in today's competitive landscape. Additionally, this innovative approach positions businesses to thrive in an era where data-driven decisions are paramount for success.

Search Encrypt was developed with a core focus on protecting user privacy. This extension aims to detect any searches that might be tracked and associated with your personal information, redirecting them instead to a search engine that emphasizes confidentiality. By setting this privacy-centric engine as your default, it effectively prevents any potentially identifiable searches from going through conventional routes. The service is sustained through sponsored ads that appear on its results page. Moreover, Search Encrypt utilizes state-of-the-art SSL encryption combined with perfect forward secrecy, ensuring that your search queries are secured locally before being sent to its servers. This strong privacy framework not only enhances the local browsing experience for users but also ensures that search results are rendered inaccessible after a period of 30 minutes without activity, providing an additional level of protection for your online searches. Consequently, users can browse with greater peace of mind, knowing their information is less likely to be compromised.

Apheris serves as a platform that enables organizations to securely and privately collaborate on distributed datasets while remaining compliant with regulatory frameworks. By utilizing the Apheris Compute Gateway, users can conduct machine learning and analytical tasks directly where the data resides, ensuring that it is never exposed or relocated, which helps maintain its intrinsic value. This innovative approach addresses common issues associated with data being confined due to geographical limitations, regulatory constraints, or internal organizational policies, as well as the difficulties that arise from transferring sensitive or costly data. Unlike alternative methods such as synthetic data generation, encryption, or data clean rooms—which can compromise result accuracy, introduce security risks, or lack the capacity to scale effectively—Apheris adopts a federated model. This enables the creation of analytical models from extensive datasets without necessitating data movement, backed by a comprehensive framework of governance, security, and privacy that guarantees adherence to applicable regulations from the very beginning. As a result, Apheris not only fosters enhanced collaboration but also plays a crucial role in protecting essential data assets, making it an invaluable resource for organizations navigating the complexities of data utilization. Furthermore, this capability positions Apheris as a forward-thinking solution in an increasingly data-driven world.

Tailor your marketing measurement approach to meet the unique needs of your organization. Ads Data Hub offers customized analysis that perfectly aligns with your specific goals, while simultaneously emphasizing user privacy and complying with Google’s stringent data security protocols. By leveraging Ads Data Hub, you can effortlessly transfer your first-party data to BigQuery and merge it with comprehensive event-level ad campaign data sourced from Google. This integration of your data with Google's event information can uncover crucial insights, boost advertising performance, support the achievement of data-driven business goals, and enable more effective campaign optimization. The insights produced by Ads Data Hub are aggregated across user segments, allowing Google to provide more detailed data while ensuring the protection of user privacy. Designed with privacy as a core principle, Ads Data Hub offers a distinct functionality that sets it apart from traditional data warehousing systems. Even experienced experts accustomed to various clean room and data warehousing environments may need to modify their methods to effectively utilize Ads Data Hub. As a result, the learning curve involved in mastering this platform can significantly improve your proficiency in utilizing data for strategic decision-making, thereby enhancing overall business outcomes. Furthermore, the adaptability required for using Ads Data Hub can lead to more innovative marketing strategies tailored specifically to your audience.

Data serves as the core building block of the digital economy, and we are revolutionizing how organizations harness data to create value. Businesses depend on Enveil’s acclaimed ZeroReveal® solutions to manage data securely and privately within various organizational boundaries, jurisdictions, and interactions with third parties, ensuring that both the data and its results remain confidential. Our privacy-enhancing technologies (PETs), combined with homomorphic encryption, offer a robust and decentralized framework for data collaboration, aiming to reduce risks and address key business challenges such as data sharing, monetization, and compliance with regulations. By protecting data during its use and processing—often viewed as the ultimate goal of secure data management—we provide the most sophisticated products for encrypted search, analytics, and machine learning available in the market. Enveil is a leader in privacy-enhancing technology, committed to facilitating secure data usage, sharing, and monetization while consistently expanding the limits of what can be achieved in data protection. As the digital landscape continuously evolves, our innovative solutions are well-equipped to adapt to new challenges in data security and privacy, ensuring that organizations can thrive in an increasingly complex environment. The future of data handling is bright with Enveil at the forefront, pioneering advancements that prioritize both security and functionality.

Phala is transforming AI deployment by offering a confidential compute architecture that protects sensitive workloads with hardware-level guarantees. Built on advanced TEE technology, Phala ensures that code, data, and model outputs remain private—even from administrators, cloud providers, and hypervisors. Its catalog of confidential AI models spans leaders like OpenAI, Google, Meta, DeepSeek, and Qwen, all deployable in encrypted GPU environments within minutes. Phala’s GPU TEE system supports NVIDIA H100, H200, and B200 chips, delivering approximately 95% of native performance while maintaining 100% data privacy. Through Phala Cloud, developers can write code, package it using Docker, and launch trustless applications backed by automatic encryption and cryptographic attestation. This enables private inference, confidential training, secure fine-tuning, and compliant data processing without handling hardware complexities. Phala’s infrastructure is built for enterprise needs, offering SOC 2 Type II certification, HIPAA-ready environments, GDPR-compliant processing, and a record of zero security breaches. Real-world customer outcomes include cost-reduced financial compliance workflows, privacy-preserving medical research, fully verifiable autonomous agents, and secure AI SaaS deployments. With thousands of active teams and millions in annual recurring usage, Phala has become a critical privacy layer for companies deploying sensitive AI workloads. It provides the secure, transparent, and scalable environment required for building AI systems people can confidently trust.

As third-party cookies fade away and data privacy laws tighten, alongside an increase in consumer options to opt-out, valuable insights about customers often remain confined within separate platforms and ecosystems. Enter the LiveRamp Clean Room, which is powered by Habu and designed to elevate your return on ad spend (ROAS) by allowing seamless integration, analysis, and activation of your data across multiple platforms. By leveraging this innovative solution, you will gain a holistic view of performance metrics spanning all advertising channels, such as walled gardens, connected TV services, and social media platforms, which equips you to make strategic decisions based on comprehensive datasets. This cutting-edge tool promotes privacy-focused data collaboration within the growing LiveRamp global ecosystem, revealing new opportunities while enhancing your marketing efforts. Additionally, the platform accelerates the realization of value through a tailored user experience for business professionals, incorporating prebuilt templates and generative AI, as well as advanced analytics for more technically oriented users. Furthermore, you can fine-tune your advertising budget with transparent insights across walled gardens, channels, and cloud environments, ensuring you make the most judicious choices. Ultimately, the LiveRamp Clean Room is an indispensable resource for navigating the evolving terrain of data privacy and marketing analytics, empowering businesses to adapt and thrive in this new landscape. Through such capabilities, companies can not only safeguard their data but also maximize their advertising effectiveness.

Zeotap operates as a Customer Intelligence Platform (CIP) that empowers businesses to gain deeper insights into their customers, enabling them to forecast behaviors and make more impactful investment decisions. By utilizing a core of first-party data, our platform assists brands in acquiring new clients and expanding their customer base effectively. Each of our independent modules, which encompass customer data unification, identity resolution (including within data clean rooms), enrichment, modeling, and activation, seamlessly integrates and connects with over 100 partners across the marketing landscape. Recognized as a "Cool Vendor" by Gartner in 2020 and awarded the title of "Best Data-Enabling Technology" by AdExchanger in 2019, we uphold stringent standards for enterprise data privacy and security, including certifications like ISO 27001 and CSA STAR. With a diverse clientele that includes leading brands, publishers, and agencies across more than a dozen countries in Europe and North America, Zeotap is committed to excellence. Furthermore, we are proud to be a founding member of ID+, an initiative aimed at creating a universal marketing ID, showcasing our dedication to innovation in the industry.

Retrieve information from any setting, even amidst a wide range of different environments. To effectively enhance acquisition and retention, it is essential to enrich both data and models. By utilizing machine learning, valuable insights can be discovered by securely integrating proprietary models, such as propensity models, with data, thereby improving customer profiles and models while facilitating rapid scalability. However, merely enriching data is not enough; your team must effectively transition from insights to actionable plans. Streamline the audience segmentation process and launch your campaigns immediately across multiple channels. Make well-informed targeting decisions to maximize budget efficiency and minimize churn rates. It is vital to recognize the best timing and locations for your targeting efforts. Equip yourself with the essential tools to respond to data in real-time. Navigating the entire customer journey, alongside the diverse data types involved, has consistently been a challenge. With the rising demands of privacy regulations and the expanding distribution of data, ensuring secure and straightforward access to intent signals for effective decision-making is now more important than ever, which ultimately leads to improved operational efficiency. Additionally, a comprehensive understanding of these elements can empower organizations to adapt swiftly to changing market dynamics and consumer preferences.

LiveRamp's platform facilitates customizable and privacy-conscious collaboration both internally and with external partners, enhancing audience development, data activation, and the extraction of actionable insights. As the era of cookies comes to a close, it becomes crucial to build a new marketing framework for the next decade. Safe Haven not only protects your audience data investments but also opens up substantial collaborative possibilities, leading to a deeper and more refined understanding of your customers in a secure environment. By optimizing the value of your marketing data, Safe Haven provides access to over 600 seamless integrations, enabling connections with leading services for enriched audience insights, the generation of innovative measurement reports, or the initiation of partnerships aimed at creating advanced predictive models or micro-segments. This shift in focus from basic metrics like impressions and clicks to more impactful measures that resonate with the entire C-suite, including incrementality, closed-loop measurement, journey analytics, and revenue implications, ensures that your marketing initiatives remain both relevant and effective. Ultimately, this approach can revolutionize your organization's data-driven marketing tactics and cultivate a culture that prioritizes informed decision-making, paving the way for sustained growth and innovation.

Gain essential consumer insights while safeguarding personal information with the Karlsgate Identity Exchange (KIE™), which employs cutting-edge, patent-pending Cryptoidentity technology to facilitate anonymous real-time data matching. This innovative method allows for efficient market data collection while adhering to consumer privacy regulations that surpass current standards. KIE grants data providers increased control and visibility over their data assets, drastically shortening the data acquisition timeline from several months to just minutes. Additionally, KIE streamlines the processes of evaluation, contracting, and data management, enabling rapid operational readiness. Its sophisticated input file-matching logic enhances data processing efficiency, and the utilization of deterministic cascading match algorithms ensures high-confidence file matching. By collaborating with Karlsgate, organizations can establish strategic partnerships for data sharing without risking their customers' personally identifiable information. The data appending process is completed in real-time, ensuring that the attributes remain up-to-date and accurate, thereby eliminating worries about using obsolete enhanced data sets. Consequently, businesses can depend on their data for swift and informed decision-making. This combination of privacy protection and operational efficiency positions KIE as a transformative solution in the realm of data collaboration.

Amazon Marketing Cloud (AMC) acts as a secure and privacy-focused clean room solution in the cloud, allowing advertisers to analyze data and build audiences through pseudonymized signals sourced from Amazon Ads and other channels. By merging various signals from different Amazon services, advertisers can conduct flexible inquiries within a secure framework that emphasizes user privacy. Consequently, AMC enables advertisers to utilize personalized insights and specialized audiences to refine their campaign strategies, boost direct marketing initiatives, and make well-informed business decisions. Users can generate customized audience lists by leveraging data from interaction logs, conversion events, and segment information, among other sources. Additionally, the audiences formed within AMC can be easily activated using Amazon DSP. This platform offers deep insights into consumer shopping behaviors across Amazon Ads media and channels, while also measuring the success of advertising efforts on and off the Amazon platform. Ultimately, AMC equips advertisers with essential tools to optimize their marketing strategies effectively. Through its innovative features, AMC not only enhances audience targeting but also ensures that advertisers remain compliant with privacy standards.

Bitfount presents an innovative platform tailored for collaborative data science in distributed settings, which facilitates robust partnerships without the necessity of data exchange. Rather than transferring data to algorithms, our methodology permits algorithms to be deployed directly at the data's location. Within minutes, you can set up a federated network dedicated to privacy-conscious analytics and machine learning, allowing your team to focus on extracting insights and driving innovation instead of being hindered by bureaucratic processes. Your data experts have the skills needed to address critical challenges and propel innovation, yet they frequently face barriers regarding data accessibility. Are inefficient data pipeline systems obstructing your goals? Is the compliance process taking longer than expected? Bitfount offers an effective solution to empower your data professionals. Effortlessly link diverse multi-cloud datasets while ensuring the protection of privacy and maintaining business confidentiality. Eliminate the need for expensive and lengthy data migrations. Implement usage-based access controls to ensure that teams can perform analyses solely on the data you permit, and assign the management of access rights to the data's rightful owners. This efficient framework not only boosts productivity but also nurtures a culture of teamwork and trust throughout your organization, ultimately paving the way for more innovative and data-driven strategies.

Lotame is a tech firm focused on enhancing data to be more intelligent, efficient, and user-friendly for digital marketing professionals. Our comprehensive data collaboration platform, Spherical, enables a multitude of marketers, agencies, and media proprietors to effectively onboard, access, analyze, and leverage the necessary data to better comprehend and interact with consumers. We are deeply dedicated to ensuring industry interoperability, connectivity, and privacy, which in turn facilitates successful business results for organizations according to their own specifications. Lotame's services are utilized by marketers and media owners who cater to a diverse array of global clients across regions including North America, Latin America, Europe, the Middle East, Africa, and the Asia Pacific, thus showcasing our expansive reach and impact in the industry.

OPAQUE Systems pioneers a confidential AI platform that empowers enterprises to run advanced AI, analytics, and machine learning workflows directly on their most sensitive and regulated data without risking exposure or compliance violations. Leveraging confidential computing technology, hardware roots of trust, and cryptographic verification, OPAQUE ensures every AI operation is executed within secure enclaves that maintain data privacy and sovereignty at all times. The platform integrates effortlessly via APIs, notebooks, and no-code tools, allowing companies to extend their AI stacks without costly infrastructure overhaul or retraining. Its innovative confidential agents and turnkey retrieval-augmented generation (RAG) workflows accelerate AI project timelines by enabling pre-verified, policy-enforced, and fully auditable workflows. OPAQUE provides real-time governance through tamper-proof logs and CPU/GPU attestation, enabling verifiable compliance across complex regulatory environments. By eliminating burdensome manual processes such as data anonymization and access approvals, the platform reduces operational overhead and shortens AI time-to-value by up to five times. Financial institutions like Ant Financial have unlocked previously inaccessible data to significantly improve credit risk models and predictive analytics using OPAQUE’s secure platform. OPAQUE actively participates in advancing confidential AI through industry partnerships, thought leadership, and contributions to key events like the Confidential Computing Summit. The platform supports popular languages and frameworks including Python and Spark, ensuring compatibility with modern AI development workflows. Ultimately, OPAQUE balances uncompromising security with the agility enterprises need to innovate confidently in the AI era.

The Datastreams Platform is an innovative solution designed to simplify the processes of capturing, sharing, and managing data within organizations and among various entities. From the initial stage of data collection to the establishment of a dependable and tailored perspective on that information, our Platform supports users throughout their entire journey. With its state-of-the-art streaming technology, high performance, and proprietary data acquisition capabilities, the process is efficient and user-friendly; our dedication to privacy by design further ensures that data collaboration is readily available for all users. Essentially, the Platform features the Data Operations Unit, referred to as the Datastreams Operator, which can be tailored with different modules to meet unique requirements, such as executing data quality assessments on web or mobile applications, or compliant segmentation of target demographics. Emphasizing the enhancement of both IT and business adaptability, users can launch data collaboration initiatives in just a few days by seamlessly connecting to diverse data sources, thereby facilitating a swift and effective commencement of their data-driven projects. Moreover, the flexibility of the Platform allows for ongoing adjustments and improvements as organizational needs evolve, making it a valuable asset for any data-centric enterprise.

Google Cloud's Confidential Computing provides hardware-based Trusted Execution Environments (TEEs) that ensure data is encrypted during active use, thus finalizing the encryption for data both at rest and while in transit. This comprehensive suite features Confidential VMs, which incorporate technologies such as AMD SEV, SEV-SNP, Intel TDX, and NVIDIA confidential GPUs, as well as Confidential Space to enable secure multi-party data sharing, Google Cloud Attestation, and split-trust encryption mechanisms. Confidential VMs are specifically engineered to support various workloads within Compute Engine and are compatible with numerous services, including Dataproc, Dataflow, GKE, and Vertex AI Workbench. The foundational architecture guarantees encryption of memory during runtime, effectively isolating workloads from the host operating system and hypervisor, and also includes attestation capabilities that offer clients verifiable proof of secure enclave operations. Use cases for this technology are wide-ranging, encompassing confidential analytics, federated learning in industries such as healthcare and finance, deployment of generative AI models, and collaborative data sharing within supply chains. By adopting this cutting-edge method, the trust boundary is significantly reduced to only the guest application, rather than the broader computing environment, which greatly enhances the security and privacy of sensitive workloads. Furthermore, this innovative solution empowers organizations to maintain control over their data while leveraging cloud resources efficiently.

CorralData is a comprehensive platform powered by AI that significantly simplifies the process of analyzing and integrating data from diverse sources. By utilizing CorralData, users can tap into an on-demand team of data professionals and cutting-edge AI technologies to achieve outstanding, data-driven outcomes with ease and affordability, all without the need for coding, SQL knowledge, or engineering expertise. If you aim to optimize your data sources, our platform offers over 450 pre-built data connectors that facilitate seamless dataset integration. Our exceptional support team, based in the U.S., is dedicated to assisting you throughout your journey. You can interact with your data using natural language AI queries, allowing you to quickly and securely access valuable insights. Alternatively, you may collaborate directly with our human data specialists to derive the information you require. The platform encompasses all essential tools to leverage data effectively for impactful results, bundled into a straightforward month-to-month subscription that includes impressive data visualization capabilities, integrated chat features, custom reporting, and direct access to human experts. Take advantage of a free demo or initiate a free trial to discover how effortlessly AI-enhanced data analysis can transform your decision-making process. Additionally, you will find that the user-friendly interface encourages a smooth transition into data-driven methodologies.

Privatemode provides an AI service akin to ChatGPT, notably emphasizing user data confidentiality. Employing advanced confidential computing methods, Privatemode guarantees that your data remains encrypted from the moment it leaves your device and continues to be protected throughout the AI processing phases, ensuring that your private information is secured at all times. Its standout features comprise: Total encryption: With the help of confidential computing, your data is perpetually encrypted, regardless of whether it is being transmitted, stored, or processed in memory. Thorough attestation: The Privatemode app and proxy verify the service's integrity through cryptographic certificates from hardware, thus reinforcing trust. Strong zero-trust architecture: The structure of Privatemode is meticulously designed to thwart any unauthorized data access, even from Edgeless Systems. EU-based hosting: The infrastructure of Privatemode resides in top-tier data centers within the European Union, with aspirations to expand to more locations soon. This unwavering dedication to privacy and security not only distinguishes Privatemode in the realm of AI services but also assures users that their information is in safe hands. Ultimately, it fosters a reliable environment for those who prioritize data protection.