| Goods and Services | Software as a service (SaaS) services featuring software for data storage, data warehousing, and data lakehouses; data cataloging, data governance, and data quality management; data integration and data pipelines, namely, data extraction, load, transform (ELT), and data extraction, transform, load (ETL); data querying, data transformation, and data modeling; data security, data privacy, and regulatory compliance; orchestration and pipeline management; business intelligence, data analytics, and report generation; data visualization and development of dashboards; customer data platform (CDP) software services and analytics; project management, workflow management, and collaboration; streaming and real-time data processing; data science, statistical analysis, and software for machine learning (ML), and artificial intelligence (AI) platforms; and AI-driven analytics and data copilots; all of the foregoing provided via cloud-hosted software; Infrastructure as a service (IaaS) services, namely, providing virtual computing environments featuring data storage infrastructure, data lakes, and lakehouse platforms for unified data management and analysis; compute infrastructure; networking infrastructure; data ingestion and data pipelines, namely data extraction, load, transform (ELT), and data extraction, transform, load (ETL), streaming, and orchestration; data warehousing and data querying infrastructure; high-performance computing and big data processing infrastructure for analysis workloads; virtual machines (VMs) for computing purposes and graphics processing unit (GPU) services for data processing and computation; serverless and managed compute infrastructure for analytics; infrastructure for statistical analysis, machine learning, and data analytics platforms; Platform as a service (PaaS) services featuring computer software platforms for developing, testing, deploying, and hosting applications featuring development tools, namely, integrated development environments (IDEs), code editors, software development kits (SDKs), debugging tools, and version control integration using Git; runtime environments; application servers and web servers; database management systems; middleware, namely, message queues and application programming interface (API) gateways; scalability and infrastructure management tools, namely, load balancing; monitoring and logging tools, namely, application performance monitoring, log management, usage tracking, and alerting; security services, namely, secure sockets layer (SSL) and transport layer security (TLS), authentication, and firewall services; storage services, namely, object storage, file storage, and block storage; networking services, namely, virtual networks and subnets; integration services, namely, connectors for integration with cloud services including email, payment processing, analytics, and third-party application programming interfaces (APIs); Providing temporary use of online non-downloadable software for data storage, data warehousing, data lakehouses, data cataloging, data governance, data quality management, data integration, data pipelines, data querying, data transformation, data modeling, data security, data privacy, regulatory compliance, orchestration, pipeline management, business intelligence, data analytics, report generation, data visualization, dashboards, customer data platforms, project management, workflow management, collaboration, streaming and real-time data processing, data science, statistical analysis, machine learning, artificial intelligence, and AI-driven analytics.; infrastructure for hosting web application platforms; DevOps tools, namely, container orchestration, serverless computing environments, and continuous integration and continuous deployment (CI/CD) pipelines |
