How Axonius built secure multi-tenant AI agents on Bedrock AgentCore
Amazon Web Services Amir Krispin
Axonius, a SaaS asset intelligence platform, deployed AI agents on Amazon Bedrock AgentCore using a dedicated-runtime-per-tenant silo model to maintain tenant isolation, integrate with existing authentication systems, and track costs per customer. Each tenant runs a separate agent instance with isolated microVMs, IAM-based access control, and shared knowledge bases with metadata filtering. The architecture enables junior analysts to run complex risk analyses without senior analyst involvement, while maintaining security through infrastructure-level enforcement, cost tracking via CloudWatch token metrics, and integration with Axonius's existing VPC-isolated customer environments.
Why it matters
Learn how Axonius, a cybersecurity SaaS provider, used Amazon Bedrock AgentCore to deploy fully isolated, multi-tenant AI agents across hundreds of customer environments, without building custom compute isolation, authentication, or observability infrastructure from scratch.