AWS Certified AI Practitioner AIF-C01 Practice Question

Amazon Bedrock is a fully managed service that gives developers API access to foundation models from multiple providers such as Anthropic, AI21 Labs, and Stability AI. Because the service is serverless, teams do not need to provision, scale, or maintain GPU infrastructure; they simply call the model endpoints and pay per request. Amazon SageMaker Studio supplies an integrated development environment but still requires users to manage underlying compute resources. Amazon Redshift is a data-warehousing service, and AWS Glue is used for extract-transform-load (ETL) workloads, so neither addresses the need for managed access to generative AI models.