A strong foundation. A real gap. One governed layer.
01
FOUNDATION
What AWS already gives you
AWS provides a strong enterprise AI foundation through Bedrock, AgentCore, and CloudWatch-based generative AI observability. Teams can trace agent steps, monitor latency and usage, and operate AI systems within the broader AWS security and infrastructure model.
02
GAP
Where teams still need more
As AI systems expand, teams often need a governance model that goes beyond AWS-native monitoring. Prompt definitions may still be spread across application code and services, business and compliance teams may struggle to get a readable operating view, and policy controls may not stay consistent once workflows span AWS plus third-party tools, APIs, or other model providers.
03
GOVERNED
How elsai Foundry fits
elsai Foundry complements AWS by adding a more opinionated, workflow-level governance layer over the agents and services you already use. It helps teams create consistency across traces, prompts, and runtime policy enforcement without changing how workloads are currently deployed on AWS.
Three capabilities, layered onto Azure.
elsai Foundry on other environments
