insider brief
- Amazon Web Services has launched two AI-powered tools for startups. AWS Startup Advisor is an AI assistant designed to help founders build on AWS, and an automated migration service that helps businesses migrate applications and AI workloads to the platform.
- AWS Startup Advisor provides guidance on cloud architecture, security, spending, and infrastructure decisions based on your startup’s development stage 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 migrating applications to Amazon Bedrock from Google Cloud Platform and AI inference workloads from providers such as OpenAI, Anthropic, and Google Gemini.
Amazon Web Services has introduced an AI-powered Startup Advisor and a new automated migration platform to help founders build, deploy, and migrate applications to AWS with less technical overhead. The company says these tools use AI to automate cloud planning, infrastructure decisions, and migration tasks that previously required specialized knowledge.
“In the AI era, founders don’t need to be cloud experts,” Jason Bennett, vice president of worldwide startups and venture capital at AWS, said in a blog post announcing the new tool. “What you need is a trusted advisor who understands what you’re building and helps you plan what to do next.
The company says both tools aim to shorten the path from idea to deployment by automating cloud planning, infrastructure design, and migration tasks that often require significant technical resources. AWS says these services are available immediately and customers only pay for the 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 leverages knowledge from AWS solution architects and usage patterns across the 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 your startup’s development stage and technology stack.
“What we recommend at the MVP level is different than what we recommend when we sell to businesses,” Bennett said. “As architectures, costs, and security needs change, so does the business. Regardless of your technical background, you’ll have a senior engineer or solution architect at your fingertips.”
AWS says the advisor is aimed at helping founders make cloud infrastructure decisions without requiring deep cloud computing expertise. 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. This is available through startups.aws and through development environment integrations such as Kiro, Visual Studio Code, Cursor, and Claude Code.
What is the AI-powered migration feature?
The AI-powered migration feature is the second new tool designed to help startups migrate workloads to AWS. The company says users provide information about their existing infrastructure and business requirements, and the system generates a migration plan that includes architecture diagrams, service mapping, cost estimates, infrastructure templates, and implementation guidance.
AWS says the migration tool supports infrastructure migration from Google Cloud Platform, including Kubernetes workloads, databases, and storage services. The platform also supports migrating AI inference workloads to Amazon Bedrock from providers such as Anthropic, Google Gemini, and OpenAI.
“When startups get serious about scaling, they turn to AWS,” Bennett added. “AWS is the place for ambitious startups to thrive, whether you want the economics and model selection of Amazon Bedrock, 200+ services designed to work together, or an infrastructure built to win enterprise customers rather than being tied to a single AI provider.”
For more information about new tools, visit startups.aws.
