A strong foundation. A real gap. One governed layer.
01
FOUNDATION
What Google Cloud already gives you
Google Cloud provides strong observability, logging, and security controls, along with AI governance and security capabilities that support production AI and agent workloads. This makes it a strong choice for data-driven AI environments where analytics, ML, and security operations are closely linked.
02
GAP
Where teams still need more
In practice, teams still need a way to unify agent observability, prompt control, and runtime governance across workflows that span multiple services, projects, and models. Prompts may be managed inconsistently, operations teams may not have a single narrative view of agent behaviour, and governance may remain split across security tooling and engineering workflows.
03
GOVERNED
How elsai Foundry fits
elsai Foundry sits above the existing Google Cloud environment as a complementary governance layer. It helps organisations create more consistent controls around how agents run, how prompts are managed, and how policies are enforced across model interactions and service-connected workflows.
Three capabilities, layered onto Azure.
Best Fit
For organisations using Google Cloud for AI, data-intensive workflows, and advanced ML operations that need a more governed operating model across teams and services.
elsai Foundry on other environments
