Abnormal AI: Amazon Bedrock AgentCore for agentic email security at scale
Not a pilot. Abnormal AI deployed agents across billion-message email security workflows using Bedrock AgentCore.

Why it matters
Real production deployment of agent infrastructure (AgentCore Code Interpreter) at scale shows how agentic security systems handle ephemeral compute and sandboxing in high-volume threat detection — practical engineering patterns for builders moving agents from proof-of-concept to production.
The key facts
10 to knowAbnormal AI deployed Amazon Bedrock AgentCore Code Interpreter for email threat detection
Agents operating at billion-message scale
AgentCore used as ephemeral compute scratch pad for real-time detection
Focus on sandbox design and production Code Interpreter deployment patterns
Multi-agent email security system in production
Abnormal AI uses Amazon Bedrock AgentCore for real-time email threat detection
Deployed at billion-message scale
Code Interpreter used as ephemeral compute scratch pad for agents
Focus on sandbox design and production deployment patterns
Published as AWS ML blog case study (Sep 2026)
Go to the source
AWS Machine Learning Blogaws.amazon.com
Publisher excerpt: Learn how Abnormal AI deployed Amazon Bedrock AgentCore Code Interpreter as an ephemeral compute scratch pad for the agents behind its real-time email threat detection at billion-message scale, plus the sandbox design decisions and practical lessons for builders deploying Code Interpreter in…