Amazon’s AWS Machine Learning Blog describes how Axonius, a cybersecurity SaaS provider, deployed multi-tenant AI agents using Amazon Bedrock AgentCore. According to the post, Axonius rolled out fully isolated AI agents across hundreds of customer environments while relying on AgentCore for compute isolation, authentication, and observability rather than building that infrastructure itself.
Why it matters
Multi-tenancy and isolation are central concerns when running AI agents across many customer environments, particularly in cybersecurity. The case study presents managed platform services as a way to handle these requirements without custom-built infrastructure.
Who should care
Enterprises and SaaS providers evaluating how to deploy AI agents securely across many tenants, as well as teams considering Amazon Bedrock AgentCore for isolation, authentication, and observability.