Who Orlo Is For
Orlo serves multiple audiences, but not every surface is equally useful to every audience.
The common thread is simple: Orlo is most useful when AI is on a consequential production path and the cost of being wrong is not trivial.
Open Core is best for
Platform and ML engineers
Use Open Core if you want:
- reusable validation primitives
- runtime adapters
- SDKs for agent-step governance
- embeddable Web Components
Technical evaluators
Use Open Core if you are trying to understand:
- how Orlo approaches validation
- how Orlo models agent-step governance
- how Orlo packages its UI and adapter layers
Orlo Platform is best for
Infrastructure and platform leaders
Use Orlo Platform if you need:
- one governed system for multiple teams
- org-scoped controls and audit trails
- deployment and inference governance
- a clear integration API with operational behavior
Domain team leads
Use Orlo Platform if you want to:
- upload task data
- compare models
- deploy a winner
- review feedback
- operate AI safely without building the stack yourself
This is especially relevant when a bad answer, stale retrieval result, unreviewed write action, or weak approval path can create a real business consequence.
Honest Boundary
Open Core is highly useful, but it is not the full self-serve product for a non-technical domain team.
That full experience lives in Orlo Platform.