Evaluation to Deployment Loop

This is the core product loop behind Orlo Platform.

flowchart LR A["Define Task"] --> B["Upload Dataset"] B --> C["Run Evaluation"] C --> D["Compare Models"] D --> E["Create Deployment"] E --> F["Activate Deployment"] F --> G["Serve Governed Inference"] G --> H["Collect Feedback"] H --> I["Promote Corrections"] I --> B

What this shows

  • Orlo is designed as a closed improvement loop, not just a single inference endpoint
  • evaluation informs deployment
  • feedback and promotion feed future dataset versions

Why it matters

It shows how Orlo turns evaluation, deployment, inference, and feedback into a continuous improvement loop.