Platform Overview

Orlo Platform is where Orlo becomes an operational system, not just a set of packages.

It is the governed layer you put on the production decision path when:

• the data changes every day
• model behavior can drift under real traffic
• retrieval quality matters to the answer
• a bad write or bad approval can create a real-world consequence

Core loop

Define → Evaluate → Deploy → Observe → Improve

The operational surface

Orlo Platform covers the full production path:

• before production — define tasks, version schemas and prompts, upload datasets, compare models
• during production — route inference, validate outputs, retrieve grounded context, and govern agent steps
• after production — review traces, stage feedback, promote corrections, and score trajectories

What the Platform adds beyond Open Core

• tenant isolation
• persistent task, dataset, evaluation, deployment, and agent-governance state
• async workers for evaluation and document processing
• governed inference with live routing metadata
• retrieval orchestration
• feedback promotion
• trace review and trace-to-dataset promotion
• agent-governance persistence, approvals, and trajectory scoring

Primary integration surface

The main integration surface is the Platform API at https://api.useorlo.com.

Start with:

• Platform Quickstarts
• Authentication and Org Model
• Platform API