Insider Brief
- Amazon Web Services has launched two AI-powered tools for startups: AWS Startup Advisor, an AI assistant designed to help founders build on AWS, and an automated migration service that helps companies move applications and AI workloads onto the platform.
- AWS Startup Advisor provides guidance on cloud architecture, security, spending and infrastructure decisions based on a startup’s stage of development and technology stack, and is available through AWS startup tools and developer environments.
- The migration service generates AI-powered migration plans for cloud infrastructure and AI workloads, including support for moving applications from Google Cloud Platform and AI inference workloads from providers such as OpenAI, Anthropic and Google Gemini to Amazon Bedrock.
Amazon Web Services has introduced an AI-powered startup advisor and a new automated migration platform as it looks to help founders build, deploy and move applications onto AWS with less technical overhead. The company said the tools use AI to automate cloud planning, infrastructure decisions and migration tasks that have traditionally required specialized expertise.
“In the AI era, a founder doesn’t need to be a cloud expert to get started,” Jason Bennett, VP of worldwide startups and venture capital at AWS, wrote in a blog post announcing the new tools. “What you need is a trusted advisor that knows what you’re building and can help you plan what to do next.
The company said both tools are intended to shorten the path from idea to deployment by automating cloud planning, infrastructure design and migration tasks that often require significant technical resources. AWS said the services are available immediately, with customers paying only for cloud resources that are ultimately deployed.
What is AWS Startup Advisor?
The first tool, AWS Startup Advisor, is an AI assistant designed specifically for founders. According to AWS, the system draws on knowledge from AWS solutions architects and usage patterns across more than 350,000 startups running on its cloud platform. The tool provides guidance on infrastructure setup, security, spending, service selection and cloud architecture based on a startup’s stage of development and technology stack.
“What it recommends at MVP level is different from what it recommends when you’re selling to enterprises,” Bennett noted. “It evolves with your business as your architecture, costs, and security needs change. It’s like having a senior engineer or a solutions architect on call, regardless of your technical background.”
AWS said the advisor is intended to help founders make cloud infrastructure decisions without requiring deep expertise in cloud computing. The tool can monitor costs, recommend services, provide security guidance and surface operational alerts related to areas such as identity management, budgets and AI workloads. It is available through startups.aws, as well as integrations for development environments including Kiro, Visual Studio Code, Cursor and Claude Code.
What is the AI-Powered Migration Capability?
An AI-powered migration capability is the second new tool, one designed to help startups move workloads onto AWS. According to the company, users provide information about their existing infrastructure and business requirements, and the system generates migration plans that include architecture diagrams, service mappings, cost estimates, infrastructure templates and implementation guidance.
AWS said the migration tool supports infrastructure transfers from Google Cloud Platform, including Kubernetes workloads, databases and storage services. The platform also supports migration of AI inference workloads from providers including Anthropic, Google Gemini and OpenAI to Amazon Bedrock.
“When startups get serious about scale, they come to AWS,” Bennett added. “Whether they need the economics and model choice of Amazon Bedrock—instead of being locked into a single AI provider—more than 200 services designed to work together, or infrastructure built to win enterprise customers, AWS is where ambitious startups go to grow.”
More information on the new tools can be found at startups.aws.
