Agentic AI on AWS: Build & Scale Your Own AI Agent Factory

Building a single generative AI prototype has become easy. The real challenge is getting dozens of AI agents to securely share data, remember context, and execute complex workflows without creating a fragmentation. Whether you’re a lean SMB looking to punch above your weight class or an enterprise engineering team trying to eliminate redundant development cycles, you need a repeatable blueprint. Our Agentic AI on AWS 12-week professional services engagement is designed to provide a centralized Agent Factory and Agent Vending Platform that makes launching a new, production-grade agent as simple as running a command.

Over 12 weeks, we’ll work right alongside your team to build an end-to-end architecture tailored to your unique workflows, security rules, and budget. We don't just hand over a cookie-cutter template; we build out advanced agent capabilities like short and long-term memory, custom Model Context Protocol (MCP) tool server integration, and automated feedback loops. Your developers will get a private, internal marketplace complete with an API and search filters, making it incredibly easy to publish, discover, and reuse standardized agent blueprints across your entire company.

We build this entire ecosystem directly inside your AWS environment, leveraging Amazon Bedrock for flexible, cost-effective access to top-tier foundation models, Amazon API Gateway for airtight security, and Amazon CloudWatch so you always have eyes on performance and operational health. By the end of the project, you'll walk away with modular framework code using AgentCore and Strands, clear design documentation, and the hands-on knowledge transfer your team needs to confidently scale from your first agent to a thriving multi-agent workforce.