AI21 Labs

AI21 Labs is a reliable generative AI tool designed for enterprise products. It offers accurate, scalable, and tailored generative AI solutions to power critical workflows. The tool is human-centered, practical, and easily scalable to fit enterprise needs. Leading companies trust AI21 for its production-grade AI systems that amplify human potential and provide valuable assistance in various use cases.

Galileo AI is an advanced artificial intelligence tool that leverages cutting-edge technology to provide intelligent solutions for various industries. The platform offers a wide range of AI-powered features, including natural language processing, machine learning algorithms, and predictive analytics. Galileo AI is designed to streamline processes, enhance decision-making, and drive innovation through data-driven insights. With its user-friendly interface and powerful capabilities, Galileo AI empowers users to unlock the full potential of AI technology in their organizations.

IntelliumAI is a leading AI application provider specializing in secure AI solutions for data-sensitive industries. Their flagship AI-powered assistant, BoostBot, empowers organizations to unlock their knowledge potential securely. Additionally, AiBoost offers a comprehensive AI platform tailored for advanced engineering professionals, enabling teams to leverage powerful AI capabilities without extensive data science expertise. IntelliumAI is trusted by industry leaders for its transparent and compliance-ready AI solutions.

Neuralful AI is an innovative AI tool developed by Neuralfulai Ltd. It offers a wide range of AI solutions to cater to various needs. The tool is designed to provide advanced AI capabilities to users across different industries, helping them streamline processes, make data-driven decisions, and enhance overall efficiency. With Neuralful AI, users can leverage cutting-edge technology to unlock new possibilities and drive innovation in their respective fields.

Augmeta is an AI tool that leverages advanced artificial intelligence technology to provide innovative solutions for businesses. The platform offers a wide range of AI-powered features designed to enhance productivity, streamline operations, and drive growth. With Augmeta, users can access cutting-edge AI capabilities to optimize decision-making processes, automate tasks, and gain valuable insights from data analytics. The platform is user-friendly and customizable, making it suitable for businesses of all sizes and industries.

ChatMoneyAI is an AI application designed for AI monetization. It offers various AI solutions for businesses across different industries, including AI chat systems, AI drawing systems, AI interface integration, and training large language models. The application aims to empower enterprises with digital and intelligent transformation through its advanced technology, private deployment options, personalized customization, and stable performance. ChatMoneyAI has been widely adopted in multiple industries, serving as a reliable partner for businesses seeking efficiency enhancement and cost reduction.

AI Boost is an advanced artificial intelligence tool designed to enhance productivity and efficiency in various tasks. It leverages cutting-edge AI algorithms to provide intelligent solutions for complex problems. With its user-friendly interface and powerful capabilities, AI Boost is suitable for individuals and businesses looking to streamline their operations and make data-driven decisions. Whether you need assistance in data analysis, predictive modeling, or automation, AI Boost offers a comprehensive set of features to meet your needs.

Eye for AI is a comprehensive AI-powered platform that provides a wide range of tools and resources to help businesses and individuals harness the power of AI. With Eye for AI, users can access cutting-edge AI technologies, including natural language processing, computer vision, and machine learning, to automate tasks, improve decision-making, and gain valuable insights from data.

Saal.ai is an AI company based in Abu Dhabi that offers innovative cognitive AI solutions for various industries such as healthcare, finance, and smart cities. The company leverages artificial intelligence to develop cognitive solutions, products, and platforms that help businesses automate their operations and address challenges using advanced AI technologies. Saal.ai's framework is flexible and continuously optimized to seamlessly integrate into any business, unlocking exponential growth opportunities for humanity.

Sana AI is an advanced artificial intelligence tool designed to assist users in various tasks. It utilizes cutting-edge AI algorithms to provide accurate and efficient solutions. The tool is user-friendly and offers a wide range of features to enhance productivity and decision-making processes. Sana AI is suitable for individuals and businesses looking to streamline their operations and improve overall efficiency.

XJoy AI is an innovative artificial intelligence tool designed to enhance productivity and streamline tasks for individuals and businesses. It leverages cutting-edge AI algorithms to provide intelligent solutions for various needs, such as data analysis, automation, and decision-making. With its user-friendly interface and advanced features, XJoy AI simplifies complex processes and empowers users to achieve more in less time.

Meibel is an AI platform that empowers product and engineering leaders to accelerate their generative AI vision from pilot to production with explainable AI. The platform provides complete visibility, control, and confidence to quickly build and deploy production-ready AI systems that deliver measurable business value. Meibel offers intuitive tools for AI development, seamless data integration, enterprise-ready security, measurable impact tracking, and a future-proof platform that evolves alongside AI technology.

Bloosk AI is an advanced AI tool designed to help businesses with tech transformation, AI and ML product management, data analytics, visualization, predictive analytics, and more. It offers a wide range of features and advantages to streamline operations and enhance decision-making processes. With a focus on AI and ML engineering, architecture, and user experience, Bloosk AI aims to empower organizations to leverage the power of artificial intelligence for improved performance and productivity.

dbNix AI is an enterprise AI company that provides a range of AI-powered solutions for businesses. Their platform offers various services, including workspace automation, contact center automation, asset inventory management, database AI, digital persona sharing, lead management, human resource AI, and network monitoring. dbNix AI's mission is to provide customers with the most compelling AI solutions and deliver the highest quality of customer service.

Almma.AI is the First A.I. Marketplace offering a variety of AI applications to enhance productivity and innovation. The platform features a range of AI tools for education, marketing, business, lifestyle, and more. Users can access personalized AI solutions for tasks like content generation, interview coaching, and data management. Almma.AI aims to revolutionize various industries by providing cutting-edge AI technologies to streamline workflows and boost efficiency.

Cogitotech is an AI tool that specializes in data annotation and labeling expertise. The platform offers a comprehensive suite of services tailored to meet training data needs for computer vision models and AI applications. With a decade-long industry exposure, Cogitotech provides high-quality training data for industries like healthcare, financial services, security, and more. The platform helps minimize biases in AI algorithms and ensures accurate and reliable training data solutions for deploying AI in real-life systems.

Rationale is a cutting-edge decision-making AI tool that leverages the power of the latest GPT technology and in-context learning. It is designed to assist users in making informed decisions by providing valuable insights and recommendations based on data analysis and machine learning algorithms.

Luminal is a powerful AI copilot that helps users clean, transform, and analyze spreadsheets 10x faster. It offers fast and efficient data analysis capabilities, enabling users to perform complex operations and run AI-enabled tasks using natural language. Luminal is designed to simplify data processing tasks, saving users time and effort. With support for multiple languages and secure data hosting, Luminal is a versatile tool suitable for both personal and professional use.

Suggest AI is an AI tool developed by @KShivendu. It is designed to provide intelligent suggestions and recommendations to users. The tool utilizes artificial intelligence algorithms to analyze user input and generate relevant suggestions. Suggest AI aims to enhance user productivity and decision-making by offering personalized recommendations based on user preferences and behavior. With a user-friendly interface, Suggest AI is suitable for a wide range of applications, from content curation to product recommendations.

Autopia Labs is a technology company specializing in developing innovative solutions for businesses. They provide a range of services including software development, data analytics, and digital marketing. With a focus on cutting-edge technologies, Autopia Labs aims to help companies optimize their operations and achieve their business goals.

Kolank is an AI tool that offers a unified API for various AI models, including Generative AI. It provides features such as load balancing, fallbacks, cost and performance metrics. Users can easily access and utilize AI models for tasks like generating text, images, and videos. Kolank simplifies the integration of AI capabilities into applications through its user-friendly interface and comprehensive documentation.

The website is a platform offering a range of AI tools and applications for businesses. It provides solutions for data and AI challenges, including Agentic AI systems, neural AI, decision AI, and more. The platform offers services such as AI transformation, AI managed services, AI risk management, and AI application security. It caters to various industries like aerospace, financial services, automotive, consumer tech, supply chain, and hospitality, aiming to revolutionize business processes and elevate human potential through responsible and secure AI solutions.

RevMakeAI is an AI-powered Review Generator that helps users create reviews for various categories such as restaurants, locations, and movies. Users can support the project by upvoting and sharing feedback. The tool is designed and developed by James Dev.

Promptly is a generative AI platform designed for enterprises, offering a no-code AI app builder Sheets platform solution. It enables users to automate workflows, personalize SDR outreach, generate marketing content, and analyze data to turn text into insights. With a focus on scalability and security, Promptly allows users to build tailor-made generative AI agents, applications, and chatbots without any coding experience. The platform supports model chaining, developer-friendly features, and seamless integrations with various tools and platforms. Trusted by teams across different industries, Promptly empowers users to take their AI apps from prototype to production in minutes, offering a wide range of possibilities for AI-powered applications.

BlockSurvey is a privacy-first AI-powered survey tool that empowers users to create secure and confidential surveys with end-to-end encryption. It prioritizes data ownership, AI-driven efficiency, and exceptional user experience. With features like anonymous surveys, AI survey creation and analysis, token-gated forms, and multilingual surveys, BlockSurvey ensures privacy, trust, and actionable insights. Trusted by leading brands, it offers market research solutions, compliance measures, and seamless app integration. BlockSurvey is designed for Web3 companies, activists, HR professionals, and mental health practitioners, providing a secure platform for data collection and analysis.

Baseboard is an AI tool designed to help users generate insights from their data quickly and efficiently. With its AI-assisted designer, users can create visually appealing charts for websites or publications with ease. The tool aims to streamline the process of data visualization and analysis, enabling users to make informed decisions based on the data at hand.

Aitodata.com is an AI-powered data analysis platform that empowers users to extract valuable insights from their data effortlessly. The platform offers a user-friendly interface and advanced algorithms to help users analyze, visualize, and interpret data in a meaningful way. With Aitodata.com, users can streamline their data analysis process, make data-driven decisions, and uncover hidden patterns and trends within their datasets.

The website offers AI-powered tools to help elevate brands by providing services such as a brand checklist, customer persona, and unique selling proposition (USP) generator. These tools aim to assist businesses in enhancing their branding strategies through the use of artificial intelligence technology.

Phantom: Lofi Tutor is an AI-powered application designed to assist users in generating customized news articles and video scripts quickly and efficiently. It utilizes cutting-edge technology to analyze real-time data, gather the latest information from the web, and create engaging content across various topics. The application aims to help users stay ahead in content creation by providing script templates for popular video formats, such as tutorials, product demonstrations, and vlogs.

Microsoft Azure is a cloud computing service that offers a wide range of products and services, including virtual machines, AI services, Kubernetes service, DevOps, SQL, and more. It provides solutions for cloud migration, data analytics, application development, and modernization. Azure aims to help organizations innovate, secure, and adapt to the era of AI by offering a flexible and scalable platform with advanced security features. Users can access Azure through a pay-as-you-go model or try it for free for up to 30 days with no upfront commitment.

GetOData is a powerful web scraping API and Chrome extension that offers AI-based data extraction tools for small-scale scraping projects. It allows users to extract large amounts of data without being blocked by anti-bot mechanisms. The API is built by data extraction experts and provides features like bypassing captchas, choosing output formats, setting proxy locations, executing JavaScript, taking screenshots, and more. GetOData offers simplified pricing options suitable for freelancers, startups, and businesses, with high success rates and dedicated support.

ThirdAI is a production-ready AI platform designed for enterprises, offering a comprehensive solution for building AI applications without the need for extensive proof-of-concept cycles or manual fine-tuning. The platform provides enterprise-grade productivity tools, document search and retrieval, content creation, FAQ bots, customer live support, hyper-personalization, risk and compliance features, fraud detection, anomaly detection, and PII/sensitive data redaction. ThirdAI allows users to bring their business problems, apply them to data, and compose AI applications effortlessly. The platform supports no-code customization, turnkey deployment, and user engagement data for best-in-class accuracy.

Susterra is an advanced analytics platform for Public Finance stakeholders, aiming to catalyze urban development by providing powerful insights. The platform integrates leading practices from academia, leverages public data growth, and utilizes technology innovations like ML and AI to enable issuers to make suitable choices for the growth of the Municipal Bond Market and Smart Cities development in the United States.

Soffos is an innovative platform that offers a cutting-edge solution for knowledge management and learning. It provides users with a seamless experience to access, organize, and share information efficiently. With advanced features and user-friendly interface, Soffos revolutionizes the way individuals and organizations interact with knowledge. Whether you are a student, professional, or lifelong learner, Soffos empowers you to enhance your learning journey and stay ahead in a rapidly evolving world.

Socialvar is a comprehensive marketing platform that offers a full-stack social media solution, email and SMS marketing services, and a WhatsApp automation solution. It helps businesses automate their marketing efforts, reach more customers, and drive sales by simplifying the process of scheduling and publishing content across various platforms. With features like bulk email sending, list segmentation, and real-time analytics, Socialvar enables businesses to enhance their online presence and engage with their target audience effectively.

CyberRiskAI.com is a website that is currently under development and is registered at Dynadot.com. The website is expected to offer services related to cyber risk management and artificial intelligence in the future. With a focus on cybersecurity and risk assessment, CyberRiskAI.com aims to provide innovative solutions to help businesses mitigate cyber threats and protect their digital assets. The platform is designed to leverage AI technologies to analyze and predict cyber risks, enabling users to make informed decisions to enhance their security posture.

Puzzlelabs.ai is an AI-powered platform designed to provide innovative solutions for businesses and individuals. It leverages advanced artificial intelligence algorithms to offer a wide range of services, including data analysis, predictive modeling, and automation. The platform aims to streamline processes, enhance decision-making, and drive efficiency through cutting-edge technology.

Lime is an AI-powered data research assistant that helps users with data research tasks. It offers a user-friendly interface and advanced AI algorithms to streamline the data research process. Lime is designed to assist individuals and businesses in extracting valuable insights from data efficiently and accurately.

AI SEO Page is an AI-powered website that focuses on the intersection of artificial intelligence (AI) and search engine optimization (SEO). The platform offers insights, strategies, and tools to enhance SEO performance through AI technologies. It covers topics such as AI content creation, link building, analytics, user experience, and local SEO. Users can learn about the latest trends in AI and SEO, as well as technical and semantic SEO practices. Additionally, the site provides guidance on utilizing AI for various tasks, such as translation, image transformation, object removal, and stock market analysis.

AI Clearing is an AI-powered construction progress monitoring tool that specializes in digital field construction progress tracking. The platform leverages machine learning technology to streamline progress monitoring by integrating drone-captured data and executing automated 4D geospatial analytics. AI Clearing offers comprehensive 3D site reports, interactive online dashboards, and PDF reports to provide accurate and efficient insights for construction projects. The tool aims to revolutionize the construction progress monitoring industry by seamlessly integrating AI and GIS/CAD technologies.

Neurelo is a cloud API platform that offers services for PostgreSQL, MongoDB, and MySQL. It provides features such as auto-generated APIs, custom query APIs with AI assistance, query observability, schema as code, and the ability to build full-stack applications in minutes. Neurelo aims to empower developers by simplifying database programming complexities and enhancing productivity. The platform leverages the power of cloud technology, APIs, and AI to offer a seamless and efficient way to build and run applications.

STELLARWITS is an AI solutions and software platform that empowers users to explore cutting-edge technology and innovation. The platform offers AI models with versatile capabilities, ranging from content generation to data analysis to problem-solving. Users can engage directly with the technology, experiencing its power in real-time. With a focus on transforming ideas into technology, STELLARWITS provides tailored solutions in software and AI development, delivering intelligent systems and machine learning models for innovative and efficient solutions. The platform also features a download hub with a curated selection of solutions to enhance the digital experience. Through blogs and company information, users can delve deeper into the narrative of STELLARWITS, exploring its mission, vision, and commitment to reshaping the tech landscape.

FPrime AI is an AI application that aims to redefine Artificial Intelligence for enterprises by bridging the AI gap and empowering organizations of all sizes to leverage the transformative potential of AI. The application addresses common challenges such as the lack of AI vision, difficulty in finding and retaining AI talent, and data dilemmas. FPrime AI follows a customer-centric approach to tailor AI solutions, provide continuous support, and democratize access to AI knowledge and applications. The solution includes advanced AI technologies, automation tools, and analytics capabilities, with a team of AI experts and domain specialists collaborating closely with clients to address industry-specific needs and goals.

Cohere is the leading AI platform for enterprise, offering products optimized for generative AI, search and discovery, and advanced retrieval. Their models are designed to enhance the global workforce, enabling businesses to thrive in the AI era. Cohere provides Command R+, Cohere Command, Cohere Embed, and Cohere Rerank for building efficient AI-powered applications. The platform also offers deployment options for enterprise-grade AI on any cloud or on-premises, along with developer resources like Playground, LLM University, and Developer Docs.

Provectus is an Artificial Intelligence consultancy and solutions provider that helps businesses achieve their objectives through AI. They offer AI solutions that can be integrated into organizations through use case and platform approaches. Their solutions differentiate themselves by offering no license fees, open and certified architecture, cloud-native but vendor-agnostic solutions, turnkey solutions, and AI consulting and customization services. Provectus has successfully transformed industries such as insurance underwriting, digital banking, retail, healthcare, and manufacturing through their Generative AI technology.

The website is an AI tool that focuses on investing in startups, leading rounds from seed to growth, and sponsoring an accelerator for seed-stage AI companies. It also runs a supercomputer for AI startups and has made investments in various companies. The team behind the tool includes Nat Friedman, Daniel Gross, Hersh Desai, and Lenny Bogdonoff. In addition to investments, the tool is involved in giving grants to open source AI projects and other activities like reading the Herculaneum papyrii and building a city in North America.

Maven is an AI-powered platform offering live, online courses for professionals in various fields such as product design, engineering, marketing, business, leadership, and investing. The platform provides interactive cohorts with high student engagement, hands-on projects, and up-to-date case studies to help professionals acquire practical skills for immediate application in their jobs. Maven's curated frameworks and expert feedback aim to accelerate career growth by condensing years of operating experience into weeks. With a focus on AI-related courses, Maven offers certifications and training programs to help individuals confidently build AI products and lead AI organizations.

Pinecone is a vector database designed to build knowledgeable AI applications. It offers a serverless platform with high capacity and low cost, enabling users to perform low-latency vector search for various AI tasks. Pinecone is easy to start and scale, allowing users to create an account, upload vector embeddings, and retrieve relevant data quickly. The platform combines vector search with metadata filters and keyword boosting for better application performance. Pinecone is secure, reliable, and cloud-native, making it suitable for powering mission-critical AI applications.

SingleStore is a real-time data platform designed for apps, analytics, and gen AI. It offers faster hybrid vector + full-text search, fast-scaling integrations, and a free tier. SingleStore can read, write, and reason on petabyte-scale data in milliseconds. It supports streaming ingestion, high concurrency, first-class vector support, record lookups, and more.

LangChain is an AI tool that offers a suite of products supporting developers in the LLM application lifecycle. It provides a framework to construct LLM-powered apps easily, visibility into app performance, and a turnkey solution for serving APIs. LangChain enables developers to build context-aware, reasoning applications and future-proof their applications by incorporating vendor optionality. LangSmith, a part of LangChain, helps teams improve accuracy and performance, iterate faster, and ship new AI features efficiently. The tool is designed to drive operational efficiency, increase discovery & personalization, and deliver premium products that generate revenue.

Vapi is a Voice AI tool designed specifically for developers. It enables developers to interact with their code using voice commands, making the coding process more efficient and hands-free. With Vapi, developers can perform various tasks such as writing code, debugging, and running tests simply by speaking. The tool is equipped with advanced natural language processing capabilities to accurately interpret and execute voice commands. Vapi aims to revolutionize the way developers work by providing a seamless and intuitive coding experience.

Senior AI is a platform that leverages Artificial Intelligence to help individuals and companies develop and manage software products more efficiently and securely. It offers codebase awareness, bug analysis, security optimization, and productivity enhancements, making software development faster and more reliable. The platform provides different pricing tiers suitable for individuals, power users, small teams, growing teams, and large teams, with the option for enterprise solutions. Senior AI aims to supercharge software development with an AI-first approach, guiding users through the development process and providing tailored code suggestions and security insights.

System1 is an industry-leading responsive acquisition marketing platform powered by AI and machine learning. Their Responsive Acquisition Marketing Platform (RAMP) is omni-channel and omni-vertical, designed for a privacy-centric world. It enables building powerful brands, developing privacy-focused products, and delivering high-intent customers to advertising partners. System1 is a technology company with a team of engineers, product managers, data scientists, and experts in the field. They focus on Best-In-Class hiring and business acquisition to achieve their ambitious goals.

The Stack Overflow Blog is a platform that provides insights, updates, and discussions on various topics related to software development, technology, AI/ML, and career advice. It offers a space for developers and technologists to collaborate, share knowledge, and engage with the community. The blog covers a wide range of subjects, including product releases, podcast episodes, and industry trends. Users can explore articles, podcasts, and announcements to stay informed and connected with the tech community.

Vectorize is a fast, accurate, and production-ready AI tool that helps users turn unstructured data into optimized vector search indexes. It leverages Large Language Models (LLMs) to create copilots and enhance customer experiences by extracting natural language from various sources. With built-in support for top AI platforms and a variety of embedding models and chunking strategies, Vectorize enables users to deploy real-time vector pipelines for accurate search results. The tool also offers out-of-the-box connectors to popular knowledge repositories and collaboration platforms, making it easy to transform knowledge into AI-generated content.

aimlapi.com is an AI tool that offers 100+ AI models accessible via one API. It provides developers with a wide range of AI models for various tasks such as chat, language, image generation, and code processing. The platform is designed to be user-friendly, cost-efficient, and scalable, making it suitable for developers of all levels. With a focus on transparency, affordability, and compatibility with OpenAI, aimlapi.com aims to provide high-quality AI solutions to its users.

Databricks is a data and AI company that offers a Data Intelligence Platform to help users succeed with AI by developing generative AI applications, democratizing insights, and driving down costs. The platform maintains data lineage, quality, control, and privacy across the entire AI workflow, enabling users to create, tune, and deploy generative AI models. Databricks caters to industry leaders, providing tools and integrations to speed up success in data and AI. The company offers resources such as support, training, and community engagement to help users succeed in their data and AI journey.

The website features Grok-1.5, an AI application that bridges the gap between the digital and physical worlds through its multimodal model. Grok-1.5 boasts enhanced reasoning capabilities and a context length of 128,000 tokens. Additionally, the platform offers PromptIDE, an IDE for prompt engineering and interpretability research, allowing users to create and share complex prompts in Python. Grok, an AI modeled after the Hitchhiker’s Guide to the Galaxy, is also available on the site, providing answers to a wide range of questions and even suggesting relevant queries. The platform aims to facilitate knowledge sharing and exploration through advanced AI technologies.

Infrabase.ai is a directory of AI infrastructure products that helps users discover and explore a wide range of tools for building world-class AI products. The platform offers a comprehensive directory of products in categories such as Vector databases, Prompt engineering, Observability & Analytics, Inference APIs, Frameworks & Stacks, Fine-tuning, Audio, and Agents. Users can find tools for tasks like data storage, model development, performance monitoring, and more, making it a valuable resource for AI projects.

Derwen is an open-source integration platform for production machine learning in enterprise, specializing in natural language processing, graph technologies, and decision support. It offers expertise in developing knowledge graph applications and domain-specific authoring. Derwen collaborates closely with Hugging Face and provides strong data privacy guarantees, low carbon footprint, and no cloud vendor involvement. The platform aims to empower AI engineers and domain experts with quality, time-to-value, and ownership since 2017.

Union.ai is an infrastructure platform designed for AI, ML, and data workloads. It offers a scalable MLOps platform that optimizes resources, reduces costs, and fosters collaboration among team members. Union.ai provides features such as declarative infrastructure, data lineage tracking, accelerated datasets, and more to streamline AI orchestration on Kubernetes. It aims to simplify the management of AI, ML, and data workflows in production environments by addressing complexities and offering cost-effective strategies.

SoundHound AI is a global leader in conversational intelligence, providing voice AI solutions for businesses to offer exceptional conversational experiences to their customers. Their proprietary technology enables best-in-class speed and accuracy in multiple languages across automotive, TV, IoT, and customer service industries. SoundHound offers innovative AI-driven products like Smart Answering, Smart Ordering, and Dynamic Interaction™, a real-time customer service interface. With SoundHound Chat AI, a powerful voice assistant integrated with Generative AI, the company powers millions of products and services, handling billions of interactions annually for top-tier businesses.

Attri is a leading Generative AI application specialized in custom AI solutions for enterprises. It harnesses the power of Generative AI and Foundation Models to drive innovation and accelerate digital transformation. Attri offers a range of AI solutions for various industries, focusing on responsible AI deployment and ethical innovation.

ALIAgents.ai is a platform that enables users to create and monetize AI agents on the blockchain. Users can design and deploy their own AI agents for various tasks such as customer service, data analysis, and more. The platform provides tools and resources to facilitate the development and deployment of AI agents, allowing users to tap into the potential of AI technology in a decentralized and secure manner.