IBM Watson Studio Integrations

Open source platform for machine learning. TensorFlow is a machine learning platform that is open-source and available to all. It offers a flexible, comprehensive ecosystem of tools, libraries, and community resources that allows researchers to push the boundaries of machine learning. Developers can easily create and deploy ML-powered applications using its tools. Easy ML model training and development using high-level APIs such as Keras. This allows for quick model iteration and debugging. No matter what language you choose, you can easily train and deploy models in cloud, browser, on-prem, or on-device. It is a simple and flexible architecture that allows you to quickly take new ideas from concept to code to state-of the-art models and publication. TensorFlow makes it easy to build, deploy, and test.

Open-source web application, the Jupyter Notebook, allows you to create and share documents with live code, equations, and visualizations. Data cleaning and transformation, numerical modeling, statistical modeling and data visualization are just a few of the many uses.

Learn how to implement AI in your business. Watson can help you predict and shape future outcomes, automate complicated processes, and optimize employees' time. To predict and shape future outcomes and automate complex processes, integrate Watson into your workflows and optimize your employees' work hours. To tap into organizational data, integrate Watson into your apps. This will allow you to put AI to use across multiple departments, including finance, customer care, and supply chain. You can make better, more personalized customer experiences, scale the expertise and make smarter business decisions using deep insights from data.

IBM Cloud®, capabilities allow for business agility and resilience. Discover the platform that offers 2.5x value. It is designed for industry, security, and the freedom to create and run anywhere. Automation and AI can transform business workflows. A strong technology partner network that provides value for industry needs. Solutions and expertise in the business and industry domains. Automated and auditable processes. Unique capabilities that ensure the highest level of cloud security monitoring. All applications are subject to the same security and controls. Containerized capabilities for DevOps automation, data security and data management. Integration is easy and the application development lifecycle is consistent. Advanced technologies such as IBM Watson®, analytics and IoT.

Data transfer to the rest of the world at lightning speed IBM Aspera software allows data to be moved quickly across any distance using fast file transfer and streaming solutions based on the award-winning IBM FASP protocol. Globally, transfer, distribute, and sync large files and data sets. Collaboration with other teams worldwide on large files and big data can be accelerated. Manage, monitor, and control data transfers and workflows. Data can be delivered over the internet at any size, with virtually unlimited bit rates and almost zero latency. You can build highly scalable workflows that can be run on-premises, in the cloud, and both. Multicloud architectures can be secured with blockchain technology. IBM® Aspera® is only one component of a modern approach for integration. It's now available in an IBM Cloud Pak®, solution that includes everything you need to complete your capabilities.

IBM watsonx Assistant is a next-gen conversational AI solution—it that empowers a broader audience that includes non-technical business users, anyone in your organization to effortlessly build generative AI Assistants that deliver frictionless self-service experiences to customers across any device or channel, help boost employee productivity, and scale across your business. -User-friendly interface with drag-and-drop conversation builder and pre-built templates. -Out-of-the-box Large Language Models, Large Speech Models, Natural Language Processing and Understanding (NLP, NLU), and Intelligent Context Gathering, to better understand the context of each conversation in natural language. -Retrieval-augmented generation (RAG) for accurate, contextual, and up-to-date conversational answers around the clock, grounded in your company's knowledge base.

Language Translator is a translator of text from one language into another. Translate news from around the world and present it to you in your own language. Communicate with customers in their native language. Translate text from one language into another. There are multiple domain-specific models available. You can customize the translations to suit your language and terminology. There are three types of customization available: forced glossary and parallel phrases, as well as corpus-level customization. IBM protects your privacy and allows you to use multiple translation models for your translations. The service allows users to customize text with unique terminology and languages. Translate your documents, webpages, and apps instantly to expand your reach into new markets. Chatbots that can communicate with customers in multiple languages are possible.

IBM® Watson™, Recruitment is a cognitive talent-management solution that improves recruiter efficiency and allows HR to increase and accelerate people's contribution to the business. It automatically predicts the most qualified candidates that are most likely to succeed within an organization. It automatically recommends the most qualified candidates who have the highest predicted success rate. This results in more productive employees who will thrive within the organization. Concentrate your efforts with confidence: Ensure that high-priority requisitions can be immediately uncovered and addressed. Social listening is an advanced system that detects employee sentiment and provides data to help candidates have better conversations. Your urgent requisitions should be given top priority and taken seriously. For better quality and impartial hiring decisions, compare candidate data with organizational job information. Recommend the most successful candidates.

Search powered by AI allows you to find specific answers and trends in documents and websites. Watson Discovery is an AI-powered search engine and text-analytics. It uses market-leading natural language processing technology to understand the unique language of your industry. It quickly finds answers in your content and uncovers business insights from documents, webpages, and big data. This reduces research time by more that 75%. Semantic search goes beyond keyword search. Watson Discovery provides context for answers to questions, which is a departure from traditional search engines. It quickly scans your connected data sources to find the most relevant passage, and then provides the source documents or webpage. Natural language processing and next-level search capabilities make all information accessible.

Enterprise content management (ECM), solutions allow an organization to fully exploit the customer information and company knowledge embedded within its content. ECM solutions can capture, store, activate and analyze business content. This allows organizations to extract new value from previously unstructured or unavailable data. Content can be used to engage customers and automate business processes, as well as improve collaboration when it is effectively managed throughout the organization. Digital transformation is powered and funded by content. If you can harness the power of content, it will contain information about customers. This includes their behavior, sentiments, and value to the company. The knowledge of an organization is collectively represented by the content that is stored in repositories, file sharing, and cloud folders.

IBM Cloudant®, a distributed database, is designed to handle heavy workloads common in large, fast-growing web apps and mobile apps. Cloudant is available as an SLA-backed and fully managed IBM Cloud™, service that elastically scales throughput, storage, and both.

IBM Db2®, a family of hybrid data management tools, offers a complete suite AI-empowered capabilities to help you manage structured and unstructured data both on premises and in private and public clouds. Db2 is built upon an intelligent common SQL engine that allows for flexibility and scalability.

IBM Informix®, a fast and flexible database that can seamlessly integrate SQL, NoSQL/JSON and time series data, is available. Informix's versatility and ease-of-use make it a popular choice for a wide variety of environments, including enterprise data warehouses and individual application development. Informix is also well-suited for embedded data management solutions due to its small footprint and self-managing capabilities.

IBM Disaster Recovery as a Service provides fully managed services to recover business-critical systems, applications and data across all cloud environments, including hybrid cloud, public cloud, hybrid cloud, and multicloud. The service is powered by IBM's cross-industry expertise and enterprise-class orchestration and replication technologies. It can quickly and reliably recover IT infrastructure, business processes, and reduce the impact of outages.

Learn how to get started on your AIOps journey with IBM Cloud Pak® for Watson AIOps. IBM Cloud Pak®, for Watson AIOps, is an AIOps platform that deploys advanced AI across the ITOps toolchain. This allows you to confidently assess, diagnose, and resolve incidents across mission critical workloads. IBM Cloud Pak® for Watson AIOps will allow you to continue your entitlements for IBM Netcool®, Operations Insight, or any other IBM IT management offerings. All relevant data sources can be correlated. Detect hidden anomalies, anticipate problems and resolve them faster. Automate runbooks to reduce risk and improve efficiency. AIOps tools allow you to connect a large amount of structured and unstructured data in real-time. Keep teams focused by incorporating insights and recommendations into existing workflows to keep them on track. Automate across applications components by creating policy at the microservice level.

Cloud-native data integration with IBM Cloud Pak data enables you to accelerate AI innovation AI-powered data integration from anywhere. Your AI and analytics can only be as good as the data they are powered by. IBM®, DataStage®, for IBM Cloud Pak®, for Data provides high-quality data through a container-based architecture. It combines industry-leading data integration, DataOps, governance, and analytics on one data and AI platform. Automation speeds up administrative tasks, helping to reduce TCO. AI-based design accelerators, out-of-the box integration with DataOps or data science services accelerate AI innovation. Multicloud integration and parallelism allow you to deliver trusted data across hybrid and multicloud environments. The IBM Cloud Pak for Data platform allows you to manage the data and analytics lifecycle. Data science, event messaging, and data warehousing are some of the services offered. Automated load balancing and parallel engine.