Code Genius

Code Genius is an AI code generator designed to enhance developers' coding experience by offering real-time code analysis, intelligent suggestions, and code improvements. It can generate unit tests, provide clear code documentation, and streamline workflow. The tool aims to optimize code, save time, and improve efficiency for developers worldwide.

Zencoder is an intuitive AI coding agent designed to assist developers in coding tasks by leveraging advanced AI workflows and intelligent systems. It offers features like Repo Grokking for deep code insights, AI Agents for streamlining development processes, and capabilities such as code generation, chat assistance, code completion, and more. Zencoder aims to enhance software development efficiency, code quality, and project alignment by integrating seamlessly into developers' workflows.

AskCodi is an AI-powered coding assistant designed to enhance developer productivity and efficiency. It offers a range of features, including AI-powered chat, workbooks, and integrations, to streamline coding tasks and improve code quality. AskCodi is trusted by developers worldwide for its ability to automate repetitive processes, provide real-time code suggestions, and enhance overall coding performance.

AtozAi is an AI application designed to empower developers by providing AI-powered tools that enhance coding efficiency and productivity. The platform offers features such as AI-driven code debugging, efficient code conversion, smart regex generation, comprehensive code explanations, and instant text explanations. AtozAi aims to cover a wide range of coding tasks with specialized AI algorithms, continually expanding its toolkit to make tasks easier, more efficient, and creative for developers.

AskCodi is an AI coding assistant that helps developers write code more efficiently. It provides real-time suggestions, code completion, and error detection to streamline the coding process. With its advanced algorithms, AskCodi can understand the context of the code and offer relevant recommendations. By leveraging machine learning techniques, AskCodi continuously learns and improves its suggestions to better assist developers in their coding tasks.

CodeCopilot AI is an AI-powered code generation tool that assists developers in writing code more efficiently. By leveraging machine learning algorithms, the tool analyzes code snippets and provides suggestions for completing code blocks. With its intuitive interface, developers can save time and improve productivity by automating repetitive coding tasks. CodeCopilot AI is designed to streamline the coding process and enhance the overall development experience.

CodeMate is an AI pair programmer tool designed to help developers write error-free code faster and more efficiently. It offers features such as code analysis, debugging assistance, code refactoring, and code review using advanced AI algorithms and machine learning techniques. CodeMate supports various programming languages and provides a secure environment for developers to work on their projects. With a user-friendly interface and collaborative features, CodeMate aims to streamline the coding process and enhance productivity for individual developers, teams, and enterprises.

Refraction is an AI-powered code generation tool designed to help developers learn, improve, and generate code effortlessly. It offers a wide range of features such as bug detection, code conversion, function creation, CSP generation, CSS style conversion, debug statement addition, diagram generation, documentation creation, code explanation, code improvement, concept learning, CI/CD pipeline creation, SQL query generation, code refactoring, regex generation, style checking, type addition, and unit test generation. With support for 56 programming languages, Refraction is a versatile tool trusted by innovative companies worldwide to streamline software development processes using the magic of AI.

Qodo is a quality-first generative AI coding platform that helps developers write, test, and review code within IDE and Git. The platform offers automated code reviews, contextual suggestions, and comprehensive test generation, ensuring robust, reliable software development. Qodo integrates seamlessly to maintain high standards of code quality and integrity throughout the development process.

CodiumAI is an AI-powered tool that helps developers write better code by generating meaningful tests, finding edge cases and suspicious behaviors, and suggesting improvements. It integrates with popular IDEs and Git platforms, and supports a wide range of programming languages. CodiumAI is designed to help developers save time, improve code quality, and stay confident in their code.

AICommit is an AI-powered programming assistant for JetBrains IDEs. It is based on OpenAI GPT and provides a range of intelligent coding features, including automated commit message generation, code optimization, code interpretation, documentation generation, code conversion, and translation. AICommit can help you make your coding process more efficient and convenient.

Coddy is an AI-powered coding assistant that helps developers write better code faster. It provides real-time feedback, code completion, and error detection, making it the perfect tool for both beginners and experienced developers. Coddy also integrates with popular development tools like Visual Studio Code and GitHub, making it easy to use in your existing workflow.

Copilot is an AI-powered code completion tool developed by OpenAI. It assists developers in writing code by providing suggestions and completing code snippets based on the context. Copilot uses machine learning algorithms to analyze code patterns and predict the next lines of code, making coding faster and more efficient. With its intuitive interface, Copilot aims to streamline the coding process and enhance developer productivity.

CodePal is a comprehensive platform that offers a range of coding helpers and tools to assist developers. It includes AI-powered code generators that can translate plain words into computer code, helping users automate tasks, improve code quality, and enhance productivity. CodePal supports various programming languages and technologies, making it a versatile tool for developers of all levels.

Cursor is an AI-powered coding tool designed to make developers extraordinarily productive. It offers features such as AI-powered coding assistance in the IDE and CLI, mixed precision training, learning rate scheduling, and an experiment config system. Cursor is trusted by millions of professional developers for its accuracy, speed, and efficiency in coding tasks. It provides a seamless integration with popular platforms like GitHub and Slack, enhancing team collaboration and code review processes.

Refraction is a code generation tool that uses AI to help developers write better code. It can be used to generate unit tests, documentation, refactor code, and more. Refraction is designed for developers of all levels and can be used with a variety of programming languages and frameworks.

Supertest is an AI copilot designed for software testing, offering a cutting-edge solution to revolutionize the way unit tests are written. By integrating seamlessly with VS Code, Supertest allows users to create unit tests in seconds with just one click. The tool automates various day-to-day QA engineering tasks using AI technology, providing a game-changing solution for development teams to save time and improve efficiency.

Keploy is an open-source AI-powered API, integration, and unit testing agent designed for developers. It offers a unified testing platform that uses AI to write and validate tests, maximizing coverage and minimizing effort. With features like automated test generation, record-and-replay for integration tests, and API testing automation, Keploy aims to streamline the testing process for developers. The platform also provides GitHub PR unit test agents, centralized reporting dashboards, and smarter test deduplication to enhance testing efficiency and effectiveness.

Refraction is a code generation tool that uses AI to help developers write better code. It can be used to generate unit tests, documentation, refactor code, and more. Refraction is designed for developers of all levels and can be used with a variety of programming languages and frameworks.

Celp is a contextually aware AI-driven unit test generation tool designed for Typescript Node.js projects. It intelligently parses and deeply understands your code, saving you time and ensuring code stability. It uses an agentic design pattern to build context through parsing with Abstract Syntax Trees and intermediary AI prompting. Celp focuses on essential context, formulates detailed plans, and automatically runs and resolves tests. It generates unit tests from selection, reuses existing code, and learns as you use it.

Code Genius is an AI code generator designed to enhance developers' coding experience by offering real-time code analysis, intelligent suggestions, and code improvements. It can generate unit tests, provide clear code documentation, and streamline workflow. The tool aims to optimize code, save time, and improve efficiency for developers worldwide.

Nexus is a Business-led Enterprise AI Platform that empowers business teams to transform their workflows into autonomous agents in a matter of days. It offers a secure, reliable, and flexible solution that enables enterprises to deploy 100x faster without involving engineering teams. Nexus provides adaptive intelligence, dynamic planning, continuous learning, and technology-agnostic intelligent automation. It allows for universal deployment, works with existing tools, and grows with businesses without increasing headcount.

Study Plannr is an AI-powered application that generates personalized and smart study plans for learners. It optimizes revision by considering subjects, topics, and assessment dates. The tool is designed to help parents, educators, K12 students, and learners studying for certifications in creating custom study plans to improve learning efficiency and goal setting. Study Plannr is currently focused on primary school learners with limits on subjects, topics, and revision time. Users can create, download, and print study plans as PDFs for easy reference.

ChatBA is a generative AI tool designed for creating slides effortlessly. It utilizes advanced AI technology to assist users in generating content for presentations, making the process efficient and seamless. By leveraging the power of AI, ChatBA streamlines the creation of slides by providing automated suggestions and content generation capabilities. With ChatBA, users can enhance their productivity and creativity in developing visually appealing and informative slides for various purposes.

Harvy is an AI-driven automation tool designed to streamline work diary data entry and compliance reporting for heavy vehicle operators. By automating tasks such as breach detection, data entry, and compliance reporting, Harvy simplifies complex processes, reduces human error, and enhances operational efficiency. The platform offers features such as automated scanning of work diary sheets, alerts for breaches, compliance reporting, and quick access to historical data. Harvy's user-friendly interface and AI-powered smarts make it a valuable tool for compliance, operations, and HR teams in the transport industry.

ObfusCat is an AI Code Assistant that ensures the privacy and security of your code by masking it locally before sending prompts to ChatGPT for code generation. It shields developers from legal implications of sharing code with third parties and provides clear, concise explanations of complex algorithms. With features tailored for automated tests, bug fixing, and code explanation, ObfusCat enhances development efficiency and code quality.

AIM Intelligent Machines is an industry-leading platform for autonomous earthmoving, providing a trusted solution for safe operations in challenging production environments worldwide. The platform offers a 360º perception sensing field-ready hardware that enables the commercial deployment of rugged plug-and-play solutions. AIM maximizes yield on operations and assets, unlocking value and savings through increased outputs, reduced idle time, reduced insurance costs, fuel efficiency, and optimized scheduling. The platform addresses industry-wide challenges with autonomy, retrofitting existing machines into autonomous fleets with a rigorous 3-step process. Created by a team of deep tech innovators and heavy industry professionals, AIM is deployed at mine sites and construction sites globally, running heavy equipment continuously at peak performance.

TimeComplexity.ai is an AI tool that helps users analyze the runtime complexity of their code. It can be used across different programming languages without the need for headers, imports, or a main statement. Users can input their code and get insights into its time complexity. However, it is important to note that the results may not always be accurate, so caution is advised when using the tool.

Simpliux.com is a website that offers a variety of tools and resources to help individuals and businesses simplify their daily tasks and improve productivity. The platform provides a user-friendly interface and a range of features designed to streamline processes and enhance efficiency. Whether you need project management tools, time tracking solutions, or collaboration features, Simpliux.com has you covered. With a focus on simplicity and effectiveness, the website aims to empower users to achieve more in less time.

Copilot for CodeMirror is an open-source extension for CodeMirror that enhances coding experience by providing autocompletion using OpenAI's GPT models. It aims to assist developers in writing code more efficiently and accurately by suggesting code snippets and completing code lines based on context. The tool integrates with CodeMirror seamlessly, offering a user-friendly interface for developers to leverage AI technology in their coding workflow.

Finbots.ai is a trusted AI credit risk platform that offers AI credit scoring to boost lending profits and reduce non-performing loans. The platform provides the highest accuracy in the market, allowing users to build scorecards in a day without the need for coding. It helps in making instant decisions, increasing revenue, reducing risk, and improving operational efficiency. Finbots.ai is utilized by various financial institutions to enhance credit risk management, improve profitability, and drive down the cost of risk through AI-enabled models.

Perceptif.ai is an AI-powered platform that offers advanced analytics and insights for businesses. It leverages artificial intelligence to analyze data and provide valuable information to help companies make informed decisions. With a user-friendly interface, Perceptif.ai simplifies the process of data analysis and visualization, making it accessible to users with varying levels of technical expertise. The platform is designed to streamline decision-making processes and improve overall business performance by offering actionable insights based on data-driven analysis.

Aftershoot is an AI culling and editing software designed for professional photographers to save time and streamline their post-processing workflow. The application utilizes AI algorithms to assist in culling and editing photos, offering features like AI-assisted culling, AI editing, personalized AI editing profiles, and seamless integration with popular editing software. Aftershoot aims to simplify the photography workflow by automating time-consuming tasks and providing photographers with more time to focus on creativity and business growth.

AIgentor is a free AI generator and character platform that allows users to chat with realistic AI characters from books, movies, games, or personal favorites. Users can enjoy all AI tools for free without any subscription plan, with a simple start that requires no login. The platform offers powerful integration with the latest large language models and features various AI characters like Pet Food Taster, Professional Line Sitter, Professional Mermaid Performer, Underwater Delivery, Japanese Tea Ceremony Master, Kid-Friendly Explainer, Carpenter, Drama Teacher, British Literature Teacher, and Hypnotherapist. Users can also learn how to use AI tools, gain prompt skills, and improve work efficiency.

Automaited is an AI application that offers Ada - an AI Agent for automating order processing. Ada handles orders from receipt to ERP entry, extracting, validating, and transferring data to ensure accuracy and efficiency. The application utilizes state-of-the-art AI technology to streamline order processing, saving time, reducing errors, and enabling users to focus on customer satisfaction. With seamless automation, Ada integrates into ERP systems, making order processing effortless, quick, and cost-efficient. Automaited provides tailored automations to make operational processes up to 70% more efficient, enhancing performance and reducing error rates.

LogicLoop is an all-in-one operations automation platform that allows users to set up alerts and automations on top of their data. It is designed to help businesses monitor their operations, identify risks, and take action to prevent problems. LogicLoop can be used by businesses of all sizes and industries, and it is particularly well-suited for businesses that are looking to improve their efficiency and reduce their risk.

Creatus.AI is an AI-powered platform that provides a range of tools and services to help businesses boost productivity and transform their workplaces. With over 35 AI models and tools, and 90+ business integrations, Creatus.AI offers a comprehensive suite of solutions for businesses of all sizes. The platform's AI-native workspace and autonomous team members enable businesses to automate tasks, improve efficiency, and gain valuable insights from data. Creatus.AI also specializes in custom AI integrations and solutions, helping businesses to tailor AI solutions to their specific needs.

Albus is an AI-powered knowledge bot for Slack that instantly answers employees' questions with a personalized chatbot trained on your content from Google Drive, Notion, and 100 more. It helps save time by getting answers directly in your Slack workspace, streamline internal communication, and make it easier for employees to access information. Albus also offers a powerful dashboard that gives valuable insights into how your team is using the chatbot.

Ascent RLM is a regulatory lifecycle management platform that helps financial services companies identify, analyze, and manage regulatory obligations. It is composed of two integrated modules: AscentHorizon, a global horizon scanning tool, and AscentFocus, a regulatory mapping tool. Ascent RLM automates the regulatory mapping process, extracts individual obligations from regulatory text, and provides a centralized digital register of a firm's regulatory obligations. It also includes features such as side-by-side rule comparison, scenario planning, and audit trail.

CodeCopilot AI is an AI-powered code generation tool that assists developers in writing code more efficiently. By leveraging machine learning algorithms, the tool analyzes code snippets and provides suggestions for completing code blocks. With its intuitive interface, developers can save time and improve productivity by automating repetitive coding tasks. CodeCopilot AI is designed to streamline the coding process and enhance the overall development experience.

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.