Specifications include, but are not limited to: 1. SaaS Cloud-Based Data Warehouse Service Platform(s) Must include, but not be limited to, the following characteristics: I. Cloud based multi-tenancy data warehouse solution. This includes service that is available to all our customers on a shared architecture, code base, infrastructure, and security. II. Highly scalable and can handle infinite volumes of data and support data warehouse, data lake, data engineering, data apps, reporting, and analytics needs. III. Flexible and can be easily configured to meet the needs of different business units and use cases. Allowing management to create customized solutions for specific data management needs. IV. Allows for on-the-fly dynamic throttling of independent compute and storage resources that automatically resets to a configured baseline after a set idle period to ensure efficient use of compute resources and maximize resource consumption without increased cost. V. Support both structured and semi-structured data including JavaScript Object Notation (JSON), AVRO and Parquet, directly queried using the Structured Query Language (SQL). DocuSign Envelope ID: AB15C6BB-385E-4D4E-8F8F-FC133A9F3A9C VI. Architecture that is optimized to dynamically scale up, down, and across to enable faster data processing and analysis to improve decision-making and overall business performance. VII. Cloud-based architecture that complements or eliminates on-premises hardware and infrastructure, reducing costs associated with managing and maintaining a data warehouse. VIII. Cloud data warehousing that allows quick deployment of data warehouses and start processing data, without having to worry about setting up infrastructure or managing hardware. This can significantly reduce the time-to-value for data warehousing projects. IX. Cloud data warehousing solutions that can easily integrate with other MARTA cloudbased and all MARTA on-premise applications and services, making it easier for to create integrated solutions for data needs. X. Cloud data warehousing solutions that provide easy access to data for all stakeholders, regardless of their location making it easier for teams to collaborate and make decisions based on the same data. XI. Security and compliance features, including data encryption, access controls, and auditing, which help ensure the confidentiality, integrity, and availability of data. XII. Availability of different editions, cloud hosting providers (currently, Amazon Web Service, Microsoft Azure or Google Cloud Platform) and various geographic hosting locations available for you to choose from. XIII. Flexibility to have unlimited users. XIV. Provide the functionality to granularly govern, democratize, & provide access to the data. XV. Provide tight security & permissions for all users through Role Based Access Control with security functionality built into limit access to data, anonymize data, mask data, etc