Cyber Square

Cyber Square is an educational platform that provides coding and AI-aligned curriculum for schools from KG 1 to plus two. It empowers CS teachers and is trusted by more than 150 schools and 100,000 students in over 10 countries. Cyber Square leverages AI to make life easier for teachers and provides a cloud-based computer lab with individual logins. It also offers a Digital Fest where students can showcase their tech projects and presentations. Cyber Square has a team of experienced professionals led by MNNIT Allahabad Alumni and provides international collaboration and IT internship experience for college students.

LC GPT is an AI platform designed to assist students in creating high-quality answers and content quickly. It offers a variety of AI-powered tools such as chatbots, quiz/test generation, CV builder, grammar/vocab assistant, article generator, story writing, text to code conversion, and more. The platform aims to help students excel in their studies by providing efficient and effective resources for content creation and learning. LC GPT is a comprehensive tool that covers a wide range of subjects and tasks to support students in their academic endeavors.

Promptech is an AI teamspace designed to streamline workflows and enhance productivity. It offers a range of features including AI assistants, a collaborative teamspace, and access to large language models (LLMs). Promptech is suitable for businesses of all sizes and can be used for a variety of tasks such as streamlining tasks, enhancing collaboration, and safeguarding IP. It is a valuable resource for technology leaders and provides a cost-effective AI solution for smaller teams and startups.

Hugging Face is an AI community platform that serves as a collaboration hub for the machine learning community. It allows users to explore and contribute to models, datasets, and applications. The platform offers a wide range of features and tools to facilitate AI development and research.

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.

GenWorlds is an event-based communication framework for building multi-agent systems. It offers a platform for creating Generative AI applications where users can design customizable environments, utilize scalable architecture, access a repository of memories and tools, choose cognitive processes for agents, and pick coordination protocols. GenWorlds aims to foster a vibrant community of developers, AI enthusiasts, and innovators to collaborate, innovate, share knowledge, and grow together.

Fifi.ai is a managed AI cloud platform that provides users with the infrastructure and tools to deploy and run AI models. The platform is designed to be easy to use, with a focus on plug-and-play functionality. Fifi.ai also offers a range of customization and fine-tuning options, allowing users to tailor the platform to their specific needs. The platform is supported by a team of experts who can provide assistance with onboarding, API integration, and troubleshooting.

AI for Communication is a cutting-edge application that leverages artificial intelligence technology to enhance communication processes. The platform offers a wide range of features designed to streamline interactions and improve overall communication efficiency. With AI for Communication, users can experience seamless communication through advanced language processing algorithms and real-time translation capabilities. The application is suitable for individuals and businesses looking to optimize their communication strategies and bridge language barriers in a fast-paced global environment.

Practical Deep Learning for Coders is a free course designed for individuals with some coding experience who want to learn how to apply deep learning and machine learning to practical problems. The course covers topics such as building and training deep learning models for computer vision, natural language processing, tabular analysis, and collaborative filtering problems. It is based on a 5-star rated book and does not require any special hardware or software. The course is led by Jeremy Howard, a renowned expert in machine learning and the President and Chief Scientist of Kaggle.

GPUX is a cloud platform that provides access to GPUs for running AI workloads. It offers a variety of features to make it easy to deploy and run AI models, including a user-friendly interface, pre-built templates, and support for a variety of programming languages. GPUX is also committed to providing a sustainable and ethical platform, and it has partnered with organizations such as the Climate Leadership Council to reduce its carbon footprint.

StudyNinja is an AI-enhanced study buddy designed to revolutionize the academic journey of students. It offers a holistic productivity solution by blending smart task management, interactive study tools, and a unique AI Tutor. StudyNinja fosters active learning, efficient organization, and effective time management to enhance academic performance. The application provides features such as personalized study goals, assignment management, task management, study notes, and collaborative assignments. It is a cloud-based productivity software that works seamlessly on PC, tablet, or mobile devices, offering ultimate flexibility and hassle-free learning experience.

Writer is a full-stack generative AI platform that enables businesses to build and deploy custom AI applications for a wide range of use cases, including digital assistants, content generation, summarization, and data analysis. Writer's platform is designed to be accurate, scalable, and cost-effective, and it offers a variety of features to help businesses get the most out of generative AI, including: - Palmyra LLMs: Writer's family of LLMs is purpose-built for the enterprise and offers a range of capabilities, including question-answering, image analysis, and multilingual translation. - Knowledge Graph: Writer's Knowledge Graph anchors generative AI in your company data, resulting in higher accuracy and fewer hallucinations. - AI guardrails: Writer's AI guardrails help businesses enforce their regulatory, legal, inclusivity, and brand rules across all work, whether it's created by their people or AI. - Flexible application layer: Writer's flexible application layer offers a wide range of interfaces to meet your specific needs, whether you're using a prebuilt app, building a custom app, or making requests to our out-of-the-box chat app.

Chat GPT Demo is a free-to-use online tool that allows users to interact with a powerful AI language model developed by OpenAI. This advanced tool is designed to generate human-like text, engage in conversations, answer questions, and assist with a wide range of writing tasks. With its user-friendly interface and advanced capabilities, Chat GPT Demo empowers users to explore the possibilities of AI and enhance their productivity. The tool is particularly valuable for individuals seeking assistance with content creation, research, and communication.

The Software Engineer Interview Questions Generator is an AI-powered tool that helps software engineers prepare for interviews by generating a wide range of technical questions related to various programming languages, frameworks, databases, and cloud services. Users can select specific topics of interest and customize the number of questions to generate. The tool leverages advanced natural language processing capabilities to provide relevant and challenging interview questions, making it a valuable resource for job seekers in the tech industry.

AutoKT is an AI-powered application designed for Automatic Knowledge Transfer. It helps in effortless documentation by automatically writing and updating documentation, allowing users to focus on building innovative projects. The tool addresses the challenge of time and bandwidth spent on writing and maintaining documentation in agile workplaces. AutoKT ensures asynchronous knowledge transfer by keeping documentation in sync with code changes and providing a query feature for easy access to information. It is a valuable tool for developers, enabling them to understand legacy code, streamline documentation writing, and facilitate faster onboarding of new team members.

Structurepedia is an AI-powered platform that maps the structure of knowledge by providing structured and interactive information on various topics, including neural network architecture variants and other important concepts in machine learning and artificial intelligence. It offers a new way to learn by allowing users to explore topics through visual diagrams and detailed resources, making it easier to understand complex information. Structurepedia aims to revolutionize the way people access and comprehend knowledge in the age of AI, acting as a modern encyclopedia and search engine tailored for the AI era.

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. With its advanced capabilities, Rationale aims to streamline decision-making processes and enhance overall efficiency in various domains.

Luminal is a powerful AI copilot that enables users to clean, transform, and analyze spreadsheets 10x faster. It offers fast and efficient data analysis capabilities, allowing users to perform complex operations, answer sophisticated questions, and run AI-enabled tasks using natural language. Luminal simplifies data processing, visualization, and editing, making it a valuable tool for professionals and individuals alike. The application supports multiple languages, ensures secure data hosting with encryption, and offers flexible pricing plans to cater to varying needs.

Spot is a web application that requires JavaScript to be enabled to run. It is a tool designed for specific purposes, although the detailed description of its functionality is not provided in the text snippet. The application likely offers features related to spotting or identifying certain elements or patterns, but further information is needed to provide a comprehensive overview.

RevMakeAI is an AI-powered Review Generator that helps users create reviews for various categories such as restaurants, locations, and movies. The tool utilizes artificial intelligence to generate high-quality reviews quickly and efficiently. Users can support the project by upvoting, sharing feedback, and contributing. RevMakeAI is designed and developed by James Dev.

Frequently by Ecomtent is an AI-powered platform designed to provide fast, accurate, and comprehensive answers to questions related to selling on various ecommerce platforms like Amazon and Ebay. It offers features such as generating AI product images, infographics, and optimized content. The platform is built with over 100 proprietary SOPs and documents containing expert knowledge and experiences from experienced sellers and former Amazon employees. Users can benefit from ongoing updates and enhancements to improve their business outcomes.

StoryFile is an AI application that pioneers Conversational Video AI, offering an interactive medium called a storyfile. The platform focuses on making authentic AI to enable users to have engaging conversations. StoryFile's technology utilizes AI principles and ethics to provide businesses with solutions through artificial intelligence. The application aims to revolutionize the way people interact with AI technology, emphasizing the importance of authenticity and meaningful conversations.

Data Zenith is a Kolkata-based startup specializing in innovative data analytics solutions. They offer tailored analytics services to help businesses unlock the potential of their data, streamline operations, and make informed decisions for sustainable growth. Their team of experienced data scientists provides comprehensive data analysis, predictive analytics, and data visualization services to drive actionable insights and enhance operational efficiency. Founded in 2023, Data Zenith is committed to delivering exceptional data solutions to help businesses succeed.

BlockSurvey is a privacy-first AI-powered survey tool that empowers users to create surveys with confidence. It ensures data ownership, end-to-end encryption, and AI-driven efficiency, allowing users to get meaningful insights without compromising privacy. With features like anonymous surveys, adaptive questioning, and multilingual support, BlockSurvey offers a secure and user-friendly platform for survey creation and analysis.

Attain is the world's first generative AI-powered CRM designed specifically for startups, offering superpowers to accelerate sales processes. It features a flexible and tabular CRM interface, AI-enhanced lead generation capabilities, a smart AI meeting assistant, and AttainGPT™ for generating analytics and recaps in plain English. Attain is a modern and unified CRM solution backed by Y Combinator and Khosla Ventures, tailored to support the needs of today's sales motion.

Baseboard is an AI tool designed to help users gain insights from their data more efficiently. The platform offers an AI-assisted designer that enables users to create visually appealing charts for websites or publications. With Baseboard, users can easily generate stunning visualizations and leverage the power of AI to enhance their data analysis process.

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.

DataWise is an AI application that empowers businesses with artificial intelligence solutions. Founded in 2024, DataWise offers smart, scalable, and intuitive AI-driven features such as advanced data analytics, operations automation, NLP for language processing, and custom AI models. The platform aims to revolutionize businesses by providing actionable insights, enhancing operational efficiency, and unlocking meaningful unstructured data. With a team of expert data scientists and engineers, DataWise caters to unique business challenges and helps businesses make data-driven decisions for growth and efficiency.

The website is Microsoft Azure, a cloud computing service offering a wide range of products and solutions for businesses and developers. Azure provides services such as virtual machines, AI services, Kubernetes, DevOps, SQL, and more. It aims to help organizations innovate, migrate to the cloud, and build intelligent applications with AI capabilities. Azure offers a secure and scalable platform for various workloads, including data analytics, application development, and hybrid cloud solutions.

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 getting blocked by anti-bot mechanisms like Captchas, Cloudflare, or Akamai. The API is built by data extraction experts and provides features such as choosing the output format (HTML or JSON), setting proxy locations, executing JavaScript, taking screenshots, and more. GetOData offers simplified pricing options for freelancers, startups, and businesses, with competitive rates and high success rates compared to other services in the market.

The website is currently under maintenance. Please check back later for updates and information on its features and services.

Susterra is an advanced analytics platform for Public Finance that empowers stakeholders with powerful insights to catalyze urban development. It 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 accelerating the development of Smart Cities across the United States.

Wizu is an AI-powered platform that offers conversational surveys to enhance customer feedback. It helps businesses collect meaningful feedback, analyze AI-powered insights, and take clear actions based on the data. The platform utilizes AI technology to drive engagement, deliver better response rates, and provide richer insights for businesses to make data-driven decisions.

CEBRA is a machine-learning method that compresses time series data to reveal hidden structures in the variability of the data. It excels in analyzing behavioral and neural data simultaneously, allowing for the decoding of activity from the visual cortex of the mouse brain to reconstruct viewed videos. CEBRA is a novel encoding method that leverages both behavioral and neural data to produce consistent and high-performance latent spaces, enabling the mapping of space, uncovering complex kinematic features, and providing rapid, high-accuracy decoding of natural movies from the visual cortex.

Socialvar Ltd is a leading marketing platform offering a full-stack social media solution, email and SMS marketing services, and WhatsApp automation. It helps businesses drive sales and engage with customers through automated marketing strategies. The platform simplifies social media management, content scheduling, and data analysis, making it suitable for businesses of all sizes. With features like bulk email sending, list segmentation, and real-time analytics, Socialvar enhances brand reach and customer relationships. The platform also provides WhatsApp chatbot marketing powered by artificial intelligence and machine learning, enabling businesses to solve customer queries efficiently. Socialvar is a reliable solution for businesses seeking to streamline their marketing efforts and boost online presence.

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.

Lime is an AI-powered data research assistant that helps users in conducting data research efficiently. It offers a range of features to streamline the research process, making it easier for users to gather and analyze data. Lime is designed to assist individuals and businesses in making informed decisions based on data-driven insights.

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.

Assets Scout is a website that provides users with valuable information and resources related to asset management. The platform offers a wide range of tools and features to help individuals and businesses effectively track, monitor, and manage their assets. Users can access real-time data, analytics, and insights to make informed decisions and optimize their asset performance. With a user-friendly interface and intuitive design, Assets Scout aims to simplify the asset management process and enhance productivity.

Vibe - Fitness Gaming is a platform developed by Vi Inc, a Delaware C Corporation operating in California, dedicated to providing a unique fitness experience through gaming. The platform collects various types of information such as session length, phone type, rotation, and song information to enhance user experience and optimize the platform. Vibe prioritizes user privacy and data security, implementing measures to protect user information from unauthorized access. Users have rights to access, correct, and request deletion of their personal data. The platform's Privacy Policy outlines the collection, usage, and safeguarding of user information.

CHAI is a leading AI platform based in Palo Alto, CA, focusing on conversational generative artificial intelligence. With over 1.5 million daily active users and $20 million in revenue, CHAI empowers ordinary people to create interactive and shareable AI content. The platform experiments with advanced AI techniques like RLHF, SFT, and Prompt Engineering to align with content creators' intent. CHAI offers a collaborative environment for developers and researchers to innovate in the AI space.

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 text generation, image analysis, and video processing. Kolank simplifies the integration of AI capabilities into applications, making it a valuable resource for developers and businesses seeking to leverage AI technology.

The website offers a range of AI tools and applications such as Akira AI, XAI, Neural AI OS, and more, designed to help businesses in various industries enhance decision-making processes, automate operations, and improve efficiency. It provides solutions for data management, analytics, AI transformation, and AI risk management. The platform aims to transform industries by harnessing the power of agentic workflows and decision intelligence, making businesses truly decision-centric.

Google Colab Copilot is an AI tool that integrates the GitHub Copilot functionality into Google Colab, allowing users to easily generate code suggestions and improve their coding workflow. By following a simple setup guide, users can start using the tool to enhance their coding experience and boost productivity. With features like code generation, auto-completion, and real-time suggestions, Google Colab Copilot is a valuable tool for developers looking to streamline their coding process.

Tolgee is an AI-powered localization tool that offers in-context translation, AI translation, and collaboration features for developers and businesses. It helps users translate their apps to any language efficiently, saving developers' time and ensuring accurate translations. With Tolgee, users can modify texts directly in their apps, extract context, and leverage AI translations to go global. The platform integrates with popular frameworks and technologies, making localization a smooth and hassle-free process.

PaperClip is an AI tool designed to help users keep track of their daily AI papers review. It allows users to memorize details from papers in machine learning, computer vision, and natural language processing. The tool provides an extension that enables users to find back important findings from AI research papers, ML blog posts, and news. PaperClip's AI runs locally, ensuring data privacy by not sending any information to external servers. With features like offline support, data cleaning, and easy reset options, PaperClip offers a convenient solution for organizing and accessing research findings.

Engine is an AI software engineer tool designed for teams to streamline software development processes. It connects to popular project management tools like Jira, Trello, Linear, and more, automating tasks such as turning tickets into pull requests. Engine can complete up to 50% of tickets in minutes without supervision, helping teams ship faster and keep backlogs under control. It works seamlessly with existing workflows and tools, providing AI-powered engineering support to improve productivity and efficiency.

DataWise is an AI application that empowers businesses with artificial intelligence solutions. Founded in 2024, DataWise offers smart, scalable, and intuitive AI-driven features such as advanced data analytics, operations automation, NLP for language processing, and custom AI models. The platform aims to revolutionize businesses by providing actionable insights, enhancing operational efficiency, and unlocking meaningful unstructured data. With a team of expert data scientists and engineers, DataWise caters to unique business challenges and helps businesses make data-driven decisions for growth and efficiency.

Booom is an AI-generated trivia and social games platform that offers limitless content for users to play with friends. It is ad-free and allows users to create their own trivia games using AI. The platform also supports GIF and video uploads for customization, as well as multiplayer functionality with up to 8 friends. Booom features an AI editor for content generation and provides tutorials and templates for users to get started. With built-in scoring and leaderboard features, users can make the games competitive and even stream the gameplay together.

The AI SDK is a free open-source library designed to empower developers to build AI-powered products. It offers a unified Provider API, allowing users to easily switch between AI providers with a single line of code. The SDK enables the creation of dynamic, AI-powered user interfaces and supports various frameworks like React, Next, Vue, Nuxt, and SvelteKit. It also provides the ability to stream AI responses instantly, enhancing user experience. The AI SDK has received high praise from developers for its ease of use, speed of development, and comprehensive documentation.

DecodeAI is a platform that showcases various AI applications and tools. It features a blog that covers AI-related topics, open-source repositories, and innovative AI projects. The platform aims to bridge the gap between AI technology and human users by providing valuable insights, tutorials, and resources in the field of artificial intelligence.

AnyAPI is an AI tool that allows users to easily add AI features to their products in minutes. With the ability to craft perfect GPT-3 prompts using A/B testing, users can quickly generate a live API endpoint to power their next AI feature. The platform offers a range of use cases, including turning emails into tasks, suggesting replies, and obtaining plain text JSON from GPT3. AnyAPI is designed to streamline the integration of AI capabilities into various products and services, offering a user-friendly experience for developers and businesses alike.

Genesis Therapeutics is a cutting-edge platform that leverages molecular AI technology to discover and develop highly potent and selective medicines. Their proprietary AI platform, GEMS, combines AI and physics research to target challenging protein structures and create innovative drug candidates with exceptional efficacy. The company's success is driven by a collaborative approach, bringing together experts in AI and biotech to tackle complex drug discovery challenges.

Rawbot is an AI model comparison tool designed to simplify the selection process by enabling users to identify and understand the strengths and weaknesses of various AI models. It allows users to compare AI models based on performance optimization, strengths and weaknesses identification, customization and tuning, cost and efficiency analysis, and informed decision-making. Rawbot is a user-friendly platform that supports a wide range of popular and emerging AI models, making it a premier destination for researchers, developers, and business leaders to make informed decisions about AI models that best fit their needs.

Convai is a Conversational AI platform that enables users to create intelligent characters with human-like conversation capabilities for games and virtual world applications. It offers an easy-to-use interface to design characters, connect them to assets, and engage in open-ended voice-based conversations. The platform focuses on enhancing user experiences in gaming, learning, and entertainment by providing AI-guided training applications and brand agents for various industries. Convai aims to revolutionize the way users interact with virtual worlds through cutting-edge Generative Conversational AI technology.

Signature is a private AI generative platform designed for brands and enterprises to enhance content creation capabilities. It offers bespoke AI models tailored to brand's output, mimicking creative teams' processes. The platform ensures privacy, safety, and security by deploying locally hosted Foundation Models and transparent licensing frameworks. With a focus on scalability, flexibility, and excellence, Signature enables rapid ideation, prototyping, and full-scale production. It optimizes resource efficiency and cost by streamlining production workflows through AI, reducing operational overhead and traditional photoshoot costs.

Tusk is an AI-powered tool designed to prevent regressions and increase test coverage by generating unit and integration tests with codebase context. It reads codebase and documentation to suggest test cases, helping engineers catch edge cases that may be missed. Tusk seamlessly integrates into GitHub and CI/CD pipelines, offering features like mock services, non-blocking checks, user-centric interface design, personalization, integration with third-party APIs, and scalable architecture for high performance.

Voqal is an intelligent voice coding assistant designed to provide software developers with natural speech programming capabilities. It offers customizable features, context extensions, and access to various compute providers, making coding more efficient and intuitive. Voqal's modes allow for easy navigation, coding, and confirmation of changes through voice commands. The application aims to streamline the coding process and enhance productivity for developers of all skill levels.

Dev Radar is an open-source, AI-powered news aggregator that helps users stay up to date with the latest trends in software development. It provides curated articles on various programming languages and frameworks, offering valuable insights for developers. Users can access the latest articles recommended by the AI algorithm, covering topics such as JavaScript, Python, React, TypeScript, Rust, Go, Node.js, Deno, Ruby, and more. Dev Radar aims to streamline the process of discovering relevant and informative content in the fast-paced world of technology.

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

Vairflow is an AI-driven Integrated Development Environment (IDE) that empowers developers to build faster and more efficiently. It simplifies complex ideas into components, allowing seamless development and deployment of backend microservices, web UI, and mobile app UI. With upcoming AI features like code generation, completion, and explanation, Vairflow aims to enhance productivity and streamline the development process. The platform also offers flexible deployment options, cost-effective usage, and seamless collaboration, ensuring no vendor lock-in and easy context switching between projects and environments.

Granica AI is an AI Data Readiness Platform that helps users build and manage high-quality data for AI at scale. The platform uses AI to continuously improve the AI-readiness of data, making projects faster and more impactful over time. Granica offers solutions for data cost optimization, data privacy, data selection & curation, and research. The platform is trusted by category-defining companies and has been recognized in various industry awards and publications.

SkyDeck AI is a secure business-first AI productivity platform that offers solutions for teams and individuals. It provides Rememberizer for personalized AI experiences, Vector Server for hardware and software integration, and GenStudio for generative AI workspace creation. The platform focuses on security, collaboration, customization, and automation to enhance team productivity and software development. SkyDeck AI aims to empower businesses with advanced AI tools and features while ensuring data security and user-friendly interfaces.

Valossa is an AI video analysis tool that transcribes videos to text metadata, captions, and clips. It offers a range of AI-powered features such as automating captions, content logging, brand-safe contextual advertising, clip promo videos, identify sensitive content, and analyze video moods and sentiment. Valossa's AI capabilities include speech-to-text, computer vision, emotion analysis, and metadata generation, enabling users to accelerate video productivity with cognitive automation.