AWS Launches New Cloud Infrastructure Tools for Startups

Amazon Web Services (AWS) has launched AWS Startup Advisor and a new AI-powered Migration capability designed to help startups build and scale cloud services more easily. AWS said the new offerings are intended to support not only technical founders but also non-technical entrepreneurs seeking to turn business ideas into products.

AWS Startup Advisor is an AI-powered builder assistant that provides recommendations tailored to a startup's technology stack and stage of growth. It offers guidance on cost management, security configuration, AWS service selection and infrastructure design. For startups participating in the AWS Activate program, the tool also monitors available AWS credits and helps optimize their usage.

AWS said Startup Advisor was built using the expertise of thousands of AWS Solutions Architects (SAs) and patterns derived from billions of interactions with more than 350,000 startups running on AWS.

The AI-powered Migration capability is designed to help customers move existing infrastructure, applications and AI workloads to AWS. According to AWS, the service creates customized migration plans based on business and technical environments, including service mapping, cost estimates, architecture design, AWS credit eligibility and step-by-step migration guidance, enabling organizations to migrate to the cloud within days.

AWS also said customers can use AI agents to perform infrastructure provisioning, data migration, configuration updates and testing. Organizations may also work with AWS experts or AWS Partners throughout the migration process.

The new migration capability is designed specifically to support migrating infrastructure based on Google Cloud Platform (GCP) to AWS.

Kubernetes workloads can be migrated to Amazon Elastic Kubernetes Service (Amazon EKS), Amazon Elastic Container Service (Amazon ECS) or AWS Fargate. PostgreSQL and MySQL databases can be migrated to Amazon Relational Database Service (Amazon RDS) or Amazon Aurora, while Google Cloud Storage can be migrated to Amazon Simple Storage Service (Amazon S3). AI and large language model (LLM) inference environments from Anthropic, Google and OpenAI can also be migrated to Amazon Bedrock.