Climate Change AI

Climate Change AI is a community platform dedicated to leveraging artificial intelligence to address the challenges of climate change. The platform serves as a hub for researchers, practitioners, and policymakers to collaborate, share knowledge, and develop AI solutions for mitigating the impacts of climate change. By harnessing the power of AI technologies, Climate Change AI aims to accelerate the transition to a sustainable and resilient future.

Climate Change AI is a global non-profit organization that focuses on catalyzing impactful work at the intersection of climate change and machine learning. They provide resources, reports, events, and grants to support the use of machine learning in addressing climate change challenges.

The Allen Institute for AI (AI2) is a leading research institute dedicated to advancing artificial intelligence technologies for the common good. They focus on Natural Language Processing, Computer Vision, and AI applications for the environment. AI2 collaborates with diverse teams to tackle challenging problems in AI research, aiming to create world-changing AI solutions. The institute promotes diversity, equity, and inclusion in the research community, and offers opportunities for individuals to contribute to impactful AI projects.

The website focuses on the intersection of artificial intelligence (AI) and inclusion, exploring the impact of AI technologies on marginalized populations and global digital inequalities. It provides resources, research findings, and ideas on themes like health, education, and humanitarian crisis mitigation. The site showcases the work of the Ethics and Governance of AI initiative in collaboration with the MIT Media Lab, incorporating perspectives from experts in the field. It aims to address challenges and opportunities related to AI and inclusion through research, events, and multi-stakeholder dialogues.

The AI Security Institute (AISI) is a state-backed organization dedicated to advancing AI governance and safety. They conduct rigorous AI research to understand the impacts of advanced AI, develop risk mitigations, and collaborate with AI developers and governments to shape global policymaking. The institute aims to equip governments with a scientific understanding of the risks posed by advanced AI, monitor AI development, evaluate national security risks, and promote responsible AI development. With a team of top technical staff and partnerships with leading research organizations, AISI is at the forefront of AI governance.

HumanX 2025 is the #1 AI Conference of 2025 that focuses on actionable insights and real-world applications of AI solutions. The premier industry event features a comprehensive agenda with nine diverse tracks, over 300 expert speakers, and numerous opportunities for meaningful connections. From innovators introducing breakthrough technologies to ethicists and policymakers framing the conversation around responsible AI use, HumanX aims to shape a future where technology amplifies human capability and innovation.

The website page provides detailed information on AI CERTs, focusing on Google Cloud AI Security and AI Sustainability Strategies. It discusses the importance of AI in cybersecurity, sustainability, and government services. The content covers various topics such as the role of AI in preparing for cyber threats, the significance of AI in shaping a greener future, and the impact of AI on public sector operations. Additionally, it highlights the advantages of AI-driven solutions, the challenges faced in AI adoption, and the future implications of AI security wars.

DEUS is a data and artificial intelligence company that empowers organizations to advance value creation by unlocking the true value within their data and applying AI services. They offer services in data science, engineering, design, and strategy, partnering with organizations to benefit people, business, and society. DEUS also focuses on addressing wicked problems and societal challenges through human-centered artificial intelligence initiatives. They help organizations launch AI projects that create real value and partner across the product and service lifecycle.

ICAI, the Innovation Center for Artificial Intelligence, is a collaborative platform in the Netherlands that brings together knowledge institutes, industry, and governmental partners to develop talent and technology in the field of artificial intelligence. The center offers opportunities for working on real-world challenges with access to real data, joint appointment programs, public events, and a focus on supporting the AI ecosystem and talent retention.

The C3.ai Digital Transformation Institute is a research consortium focused on accelerating the benefits of artificial intelligence for business, government, and society. It engages leading scientists in research related to the Science of Digital Transformation, which encompasses artificial intelligence, machine learning, cloud computing, internet of things, big data analytics, organizational behavior, public policy, and ethics. Established in March 2020, the institute consists of prominent institutions such as C3 AI, Microsoft Corporation, and various universities. The institute aims to drive innovation and collaboration in the field of AI and digital transformation.

AlgorithmWatch is a non-governmental, non-profit organization based in Berlin and Zurich. They aim to create a world where algorithms and Artificial Intelligence (AI) strengthen justice, human rights, democracy, and sustainability. The organization conducts research, advocacy, and awareness campaigns to address the ethical implications and societal impacts of AI technologies. Through publications, projects, and events, AlgorithmWatch strives to promote transparency, accountability, and fairness in the development and deployment of AI systems.

Fetch.ai Innovation Lab is a leading platform advancing artificial intelligence and driving innovation to create value at scale. The lab unites academic institutes, research teams, and businesses to develop and expand advanced AI solutions. It fosters a collaborative environment that supports impactful projects and pushes the boundaries of what's possible with AI. The lab offers resources, support, and networking opportunities to drive groundbreaking ideas and growth in the AI ecosystem.

The Institute for the Advancement of Legal and Ethical AI (ALEA) is a platform dedicated to supporting socially, economically, and environmentally sustainable futures through open research and education. They focus on developing legal and ethical frameworks to ensure that AI systems benefit society while minimizing harm to the economy and the environment. ALEA engages in activities such as open data collection, model training, technical and policy research, education, and community building to promote the responsible use of AI.

Accel.AI is an institute founded in 2016 with a mission to drive artificial intelligence for social impact initiatives. They focus on integrating AI and social impact through research, consulting, and workshops on ethical AI development and applied AI engineering. The institute targets underrepresented groups, tech companies, governments, and individuals experiencing job loss due to automation. They work globally with companies, professionals, and students.

FPOV is an AI application that helps businesses transform into digital leaders by providing services in leadership, technology operations, people/culture, and artificial intelligence. The application offers workshops, strategies, analysis, support, and advisory services to help organizations succeed in the digital age. FPOV aims to be world-class thought leaders in navigating the constantly changing digital dynamics that impact organizations and people.

AI Now Institute is a think tank focused on the social implications of AI and the consolidation of power in the tech industry. They challenge and reimagine the current trajectory for AI through research, publications, and advocacy. The institute provides insights into the political economy driving the AI market and the risks associated with AI development and policy.

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 the data provided. With its advanced algorithms and machine learning capabilities, Rationale aims to streamline the decision-making process and enhance overall efficiency.

Talpa.ai is an AI-powered platform that offers advanced solutions for data analytics and automation. The platform leverages cutting-edge artificial intelligence technologies to provide businesses with valuable insights and streamline their operations. Talpa.ai helps organizations make data-driven decisions, optimize processes, and enhance overall efficiency. With its user-friendly interface and powerful features, Talpa.ai is a reliable partner for businesses looking to harness the power of AI for growth and success.

The website Zobi is a web application that allows users to create a counter mode. Users can increment and reset the count using the provided functions. The interface is designed with a modern and user-friendly layout, making it easy for users to interact with the application.

Unlearn.ai is an AI-powered platform that streamlines clinical trials by leveraging digital twins of patients. The platform replaces traditional siloed workflows with a unified workspace for trial design, planning, and analysis. By utilizing digital twins, data, and AI, Unlearn.ai helps teams achieve alignment faster, test assumptions earlier, and move forward with confidence in clinical development.

Promptly is a generative AI platform designed for enterprises to build custom AI agents, applications, and chatbots without any coding experience. The platform allows users to seamlessly integrate their own data and GPT-powered models, supporting a wide variety of data sources. With features like model chaining, developer-friendly tools, and collaborative app building, Promptly empowers teams to quickly prototype and scale AI applications for various use cases. The platform also offers seamless integrations with popular workflows and tools, ensuring limitless possibilities for AI-powered solutions.

BlockSurvey is an AI-powered survey assistant that offers a comprehensive platform for creating, analyzing, and optimizing surveys with advanced AI capabilities. It prioritizes user data privacy and security, providing end-to-end encryption and compliance with industry standards. The platform features AI survey creation, analysis, thematic analysis, sentiment analysis, adaptive questioning, and sample responses generation. It also offers features like data encoding, survey optimization, secure surveys, anonymous surveys, and customization options. BlockSurvey caters to various industries and functions, ensuring privacy-first surveys with zero knowledge and decentralized survey capabilities.

Baseboard is an AI tool designed to help users generate insights from their data quickly and efficiently. With Baseboard, users can create visually appealing charts and visualizations for their websites or publications with the assistance of an AI-powered designer. The tool aims to streamline the data visualization process and provide users with valuable insights to make informed decisions.

Gestualy is an AI tool designed to measure and improve customer satisfaction and mood quickly and easily through gestures. It eliminates the need for cumbersome satisfaction surveys by allowing interactions with customers or guests through gestures. The tool uses artificial intelligence to make intelligent decisions in businesses. Gestualy generates valuable statistical reports for businesses, including satisfaction levels, gender, mood, and age, all while ensuring data protection and privacy compliance. It offers touchless interaction, immediate feedback, anonymized reports, and various services such as gesture recognition, facial analysis, gamification, and alert systems.

Strategy-First AI is an AI tool designed to help businesses elevate their brand using artificial intelligence technology. The tool focuses on implementing strategic AI solutions to enhance brand performance and competitiveness in the market. With a user-friendly interface and advanced AI algorithms, Strategy-First AI provides businesses with valuable insights and recommendations to optimize their branding strategies and achieve business goals.

iListingAI is the UK's leading inventory software designed to streamline property inspection reports using AI technology. The application offers a user-friendly interface that combines vision, voice, and video to generate professional and legally compliant inventories 10x faster. With features like AI analysis, instant report generation, voice-first workflow, and ghost mode comparison, iListingAI revolutionizes the property inspection process for independent clerks and agencies.

Microsoft Azure is a cloud computing service that offers a wide range of products and solutions for businesses and developers. It provides tools for AI, machine learning, databases, analytics, compute, containers, hybrid cloud, and more. Azure enables users to build, deploy, and scale AI-powered applications and agents faster, with a focus on data security and flexibility. The platform offers a pay-as-you-go model and a free trial period of up to 30 days, with no upfront commitment required. Azure aims to empower businesses to innovate and modernize their applications and infrastructure in a secure and scalable environment.

GetOData is an AI-based data extraction tool designed for small-scale scraping. It allows users to discover and compare over 4,000 APIs for various use cases. The tool offers Apify Actors for extracting structured listings from any website and a Chrome Extension for seamless data extraction. With features like AI-based data extraction, side-by-side API comparisons, and automated scrolling for data collection, GetOData is a powerful tool for web scraping and data analysis.

Thirdai.com is an AI-powered platform that offers a range of tools and applications to enhance productivity and decision-making. The platform leverages advanced algorithms and machine learning to provide insights and solutions across various domains such as finance, marketing, and healthcare. Users can access a suite of AI tools to analyze data, automate tasks, and optimize processes. With a user-friendly interface and robust features, Thirdai.com is a valuable resource for individuals and businesses seeking to leverage AI technology for improved outcomes.

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.

SimpliTerms is an AI-powered browser extension that simplifies and summarizes the complex terms of use and privacy policies found on websites. By just clicking on its icon, SimpliTerms provides users with a quick overview of what they are agreeing to, saving time and avoiding legal issues. The extension offers real-time summaries, protects user privacy, and ensures a safe online environment by highlighting important information in a clear and concise manner.

Chatsheet is an AI-powered spreadsheet platform that leverages artificial intelligence to enhance data analysis and decision-making processes. It offers advanced features such as predictive analytics, natural language processing, and automated insights generation. With Chatsheet, users can easily manipulate and visualize data, collaborate in real-time, and derive valuable insights from complex datasets. The platform is designed to streamline workflows, improve productivity, and empower users with actionable intelligence.

Socialvar Ltd is a leading marketing platform offering a full-stack social media solution, email and SMS marketing services, and WhatsApp automation. The platform helps businesses automate their marketing efforts, reach more customers, and drive sales by simplifying social media post scheduling, email campaigns, and SMS marketing. With user-friendly interfaces and flexible pricing plans, Socialvar caters to businesses of all sizes, providing tools for efficient communication and customer engagement.

ChatCSV is your personal data analyst that allows you to interact with your spreadsheets in a conversational manner. Simply upload a CSV file and start asking questions to get insights through visualizations. It is designed to assist users across various industries such as retail, finance, banking, marketing, and more, making data analysis more accessible and intuitive.

Lime is an AI-powered data research assistant that helps users with data research tasks. It offers advanced capabilities to streamline the data research process, providing valuable insights and recommendations. Lime is designed to assist users in making informed decisions based on data analysis and research findings. With its intuitive interface and powerful algorithms, Lime simplifies complex data research tasks and enhances productivity. Whether you are a business professional, researcher, or student, Lime can be a valuable tool to support your data research needs.

OpenAI is an artificial intelligence research laboratory consisting of the for-profit OpenAI LP and the non-profit OpenAI Inc. The organization focuses on creating and promoting friendly AI for the benefit of humanity. OpenAI conducts research in the field of AI and aims to ensure that artificial general intelligence benefits all of humanity. The organization is known for its research in natural language processing, reinforcement learning, and other areas of AI. OpenAI also develops and releases AI models and tools to advance the field of artificial intelligence.

Airwiz is an AI data analyst tool designed to revolutionize the data analysis experience for Airtable users. It offers intuitive AI data analysis without the need for coding skills, providing instant, actionable insights by simply asking questions. Airwiz seamlessly integrates with Airtable, unlocking Python-level data insights and empowering professionals to make informed decisions effortlessly. The tool simplifies complex data analysis tasks, making it a must-have for Operations Coordinators, Financial Analysts, and Product Managers.

Synthreo is an AI tool that empowers businesses to streamline operations, reduce costs, and drive growth through intelligent AI agents. It provides cutting-edge AI agent solutions that automate routine tasks, enhance decision-making, and create seamless collaboration between human teams and digital labor. Synthreo offers transformative advantages for businesses of all sizes, enabling operational efficiency and strategic growth. The platform implements advanced security measures, complies with industry standards, and upholds ethical AI usage. Businesses can leverage AI-powered digital labor to achieve unprecedented efficiency, innovation, and growth.

Rapid Editor is an advanced mapping tool that revolutionizes map editing by integrating cutting-edge technology and authoritative geospatial open data. It empowers OpenStreetMap mappers of all levels to quickly make accurate and fresh edits to maps. The tool saves effort by tapping into open data and AI-predicted features to draw map geometry, provides AI-analyzed satellite imagery for a high-level overview of unmapped areas, and displays open map data and machine learning detections in an intuitive user interface. Rapid Editor is designed to help map the world efficiently and is supported by a strong community of humanitarian and community groups.

RestoGPT AI is a Restaurant Marketing and Sales Platform designed to help local restaurants streamline their online ordering and delivery processes. It acts as an AI employee that manages the entire online business, from building a branded website to customer database management, order processing, delivery dispatch, menu maintenance, customer support, and data-driven marketing campaigns. The platform aims to increase customer retention, generate more direct orders, and improve overall efficiency in restaurant operations.

LlamaIndex is a leading data framework designed for building LLM (Large Language Model) applications. It allows enterprises to turn their data into production-ready applications by providing functionalities such as loading data from various sources, indexing data, orchestrating workflows, and evaluating application performance. The platform offers extensive documentation, community-contributed resources, and integration options to support developers in creating innovative LLM applications.

Cupiee is an AI-powered emotion companion on Web3 that aims to support and relieve users' emotions. It offers features like creating personalized spaces, sharing feelings anonymously, earning rewards through activities, and using the CUPI token for transactions and NFT sales. The platform also includes a roadmap for future developments, such as chat with AI Pet, generative AI based on stories, and building a marketplace for NFT and AI Pet trading.

Easy Islamic Dream Interpretation is an AI tool that offers dream interpretations based on Quranic verses, Hadith, and established Islamic principles. The tool draws insights from classical Islamic scholars like Ibn Sirin, Al-Nabulsi, and Ibn Kathir to provide accurate and meaningful interpretations of dreams. Users can gain a deeper understanding of their dreams through the lens of Islamic teachings and traditions.

Pipeless Agents is a platform that allows users to convert any video feed into an actionable data stream, enabling automation of tasks based on visual inputs. It serves as a serverless platform for Vision AI, offering the ability to create projects, connect video sources, and customize agents for specific needs. With a focus on simplicity and efficiency, Pipeless Agents empowers users to extract structured data from various video sources and automate processes with minimal coding requirements.

Dreamy.ai is an AI application that allows users to create their own virtual girlfriend powered by Artificial Intelligence. Users can customize the look, personality, and relationship of their AI companion with just one click. The platform provides a unique and interactive experience for users to connect with AI companions and explore the world of artificial intelligence.

Devath is the world's first AI-powered SmartHome platform that revolutionizes the way users interact with their smart devices. It eliminates the need for writing extensive lines of code by allowing users to simply give instructions to the AI for seamless device control. With features like splash resistance and responsive design, Devath offers a user-friendly experience for managing smart home functionalities. The platform also enables developers to preview and test their apps before submission, providing a 99% faster publishing process. Devath is continuously evolving with user feedback and aims to enhance the SmartHome experience through AI copilots and customizable features. With Devath, users can control their devices from the web and enjoy free unlimited access to the AI era of SmartHome.

moderation.dev is an AI tool that offers domain-specific guardrails to help organizations identify and manage risks efficiently. By leveraging AI technology, the tool provides custom guardrail models in just one click. It specializes in predicting risks associated with AI chatbots and creating models to intercept queries that a traditional chatbot might struggle to answer accurately.

BlinkAI is an innovative AI tool that provides GPTs with superpowers by giving them a wallet, enabling them to function as personal financial assistants, bankers, money managers, shoppers, and more. It aims to enhance Web3 user experience by leveraging AI capabilities. The tool empowers users to accomplish tasks more efficiently and effectively.

FancyMe.ai is a social network platform that allows users to follow and chat with AI creators, characters, and more. Users can interact with unique characters from Anime and Games, engage in live chats, access exclusive content, and be part of a community of like-minded individuals. The platform offers advanced AI-assisted tools to maximize user results and productivity. FancyMe.ai aims to create a pleasant experience for both supporters and creators by providing engaging content and a supportive community.

Myple is an AI application that enables users to build, scale, and secure AI applications with ease. It provides production-ready AI solutions tailored to individual needs, offering a seamless user experience. With support for multiple languages and frameworks, Myple simplifies the integration of AI through open-source SDKs. The platform features a clean interface, keyboard shortcuts for efficient navigation, and templates to kickstart AI projects. Additionally, Myple offers AI-powered tools like RAG chatbot for documentation, Gmail agent for email notifications, and AskFeynman for physics-related queries. Users can connect their favorite tools and services effortlessly, without any coding. Joining the beta program grants early access to new features and issue resolution prioritization.

MeDA School is an educational platform dedicated to promoting and nurturing talents in the field of Medical Artificial Intelligence (AI). The platform aims to establish a solid foundation for intelligent and precision medical talent pools in Taiwan and globally. MeDA School facilitates interaction and communication among members of the intelligent medical ecosystem, fostering deep understanding and trust in the operation and tasks of medical AI. The platform offers a blend of virtual and physical courses, inviting domain experts to share cutting-edge knowledge and integrating interdisciplinary knowledge to be practically applied in various fields.

Supertype is a full-cycle data science consultancy offering a range of services including computer vision, custom BI development, managed data analytics, programmatic report generation, and more. They specialize in providing tailored solutions for data analytics, business intelligence, and data engineering services. Supertype also offers services for developing custom web dashboards, computer vision research and development, PDF generation, managed analytics services, and LLM development. Their expertise extends to implementing data science in various industries such as e-commerce, mobile apps & games, and financial markets. Additionally, Supertype provides bespoke solutions for enterprises, advisory and consulting services, and an incubator platform for data scientists and engineers to work on real-world projects.

AutomationEdge is a hyperautomation company offering a platform with RPA, IT Automation, Conversational AI, and Document Processing capabilities. They provide industry-specific automation solutions through their extensible platform, enabling end-to-end automation. The company focuses on making workplaces smarter and better through automation and AI technologies. AutomationEdge offers solutions for various industries such as banking, insurance, healthcare, manufacturing, and more. Their platform includes features like Robotic Process Automation (RPA), Conversational AI, Intelligent Document Processing, and Data & API Integration.

Techstrong Learning is an AI-powered platform that hosts various virtual and in-person events focusing on technology, innovation, and enterprise development. The platform aims to bring together professionals from diverse backgrounds to explore the transformative impact of AI across different business landscapes. With a special focus on enterprise, DevOps, and AI development, Techstrong Learning offers a holistic learning experience through conferences, summits, and virtual events. Participants gain valuable insights into leveraging AI for decision-making, cost efficiency, and customer engagement, equipping them with strategic knowledge to navigate the future of AI-driven business dynamics.

Replicate is an AI tool that allows users to run and fine-tune open-source models, deploy custom models at scale, and generate images, text, videos, music, and speech with just one line of code. It provides a platform for the community to contribute and explore thousands of production-ready AI models, enabling users to push the boundaries of AI beyond academic papers and demos. With features like fine-tuning models, deploying custom models, and scaling on Replicate, users can easily create and deploy AI solutions for various tasks.

The AI Raspberry Pi Cat Detection is a hardware AI starter kit designed for cat detection and narration using Raspberry Pi. It allows users to monitor their cats at home and receive alerts when unusual behavior is detected. Additionally, it can be customized for various other detection tasks like bird watching, raccoon deterrent, plant monitoring, and package alerts. The application is user-friendly and offers the flexibility to create personalized AI use cases beyond cat detection.

Chatbase is an AI tool that provides custom ChatGPT models tailored to your data. It allows users to create conversational AI models that are specific to their needs, enabling more engaging and personalized interactions with customers. With Chatbase, users can easily train, deploy, and manage chatbots for various applications such as customer support, virtual assistants, and more. The platform offers advanced natural language processing capabilities to understand and respond to user queries effectively.

ARC is an AI-driven platform designed to address and mitigate the uncertainties of the digital world in the fast-paced Web3 environment. It offers vigilant monitoring, AI-driven insights, and user-friendly resources to simplify Web3 development, secure investments, and uncover true potential in the blockchain universe. ARC aims to make digital investment secure and profitable, breaking down barriers for both seasoned developers and curious newcomers.

Prem is an AI platform that empowers developers and businesses to build and fine-tune generative AI models with ease. It offers a user-friendly development platform for developers to create AI solutions effortlessly. For businesses, Prem provides tailored model fine-tuning and training to meet unique requirements, ensuring data sovereignty and ownership. Trusted by global companies, Prem accelerates the advent of sovereign generative AI by simplifying complex AI tasks and enabling full control over intellectual capital. With a suite of foundational open-source SLMs, Prem supercharges business applications with cutting-edge research and customization options.

GAIA is a powerful creation engine designed for the AI Age. It provides users with advanced tools and capabilities to develop AI applications, machine learning models, and data analytics solutions. With a user-friendly interface and robust features, GAIA empowers individuals and organizations to harness the potential of artificial intelligence for various projects and initiatives. Whether you are a data scientist, developer, or AI enthusiast, GAIA offers a comprehensive platform to bring your ideas to life and drive innovation in the rapidly evolving AI landscape.

EDIA is an automated CONTENT LABELLING platform that enables modular, goal-oriented, and reusable content using high-end AI. The platform provides instant structure and insight into content through its Metadata API, integrated with various systems and authoring tools. EDIA offers subscription services, tools, and API integrations to automate metadata creation. Users can create a free account to access the platform's tools. The platform aims to improve content discoverability, reduce production costs, and enhance content management efficiency.

Chatbots Magazine is a platform dedicated to educating and informing readers about chatbots and artificial intelligence. It provides a wide range of articles, tutorials, and resources related to chatbots, conversational commerce, and AI integration. The platform aims to help individuals and businesses understand the potential of chatbots in various industries and how they can leverage this technology to improve customer service and streamline operations.

CloudApper AI is an advanced AI platform that helps businesses build, integrate, and deploy AI solutions seamlessly. The platform offers a holistic system comprising Generative AI, Workflows, and Integration components to enhance decision-making, automate processes, and synchronize data with existing enterprise systems. CloudApper AI aims to democratize AI by providing cutting-edge AI/LLM technology, seamless integration capability, and secure data handling without the need for extensive programming skills. The platform empowers businesses to stay ahead in the digital landscape by leveraging advanced technologies and ensuring every developer can leverage AI to transform legacy processes.

Microsoft Copilot Studio is an end-to-end conversational AI platform that allows users to design intelligent, actionable, and connected AI assistants for employees and customers. Users can create custom copilots, design conversational applications using generative AI and large language models, and customize Copilot for Microsoft 365. The platform offers capabilities to build copilots, generate conversations, bring systems to life, control copilot responses, handle complex queries, and offer personalized interactions. It also enables users to expand copilot reach, extend line-of-business apps, and escalate conversations with human agents.