You are tasked with provisioning an Azure AI Search resource for a large e-commerce company. The company has a diverse set of data sources including SQL databases, Cosmos DB, and blob storage. They require a highly available and scalable search solution. Describe the steps you would take to provision the Azure AI Search resource, ensuring it meets the company's requirements for availability and scalability.