Product

Autopilot turns intent into an evaluation.

Stop assembling workflows from memory. Describe what you need. Autopilot builds the draft, you approve the proof.

Natural language to workflow

Describe the evaluation in plain English. Autopilot proposes the template, dataset, rubric, and gates.

Deterministic, reviewable output

Every suggestion is inspectable. No black boxes. Every gate is a named decision you can defend.

One-click deploy

Turn a preview into a runnable evaluation without rebuilding your stack or rewriting config.

A feedback loop you can measure

Acceptance, modification, and deployment are tracked so Autopilot gets better without guesswork.

AutopilotTemplatesDatasetsRubricsQuality Gates
Step 1
Describe

You write: “Evaluate oncology summaries for accuracy, compliance, and bias. Use GPT‑4o.”

Step 2
Select

Autopilot selects a template and dataset, then assembles a rubric skeleton and quality gates.

Step 3
Preview

You review the workflow, gates, and rubric before a single run starts.

Step 4
Deploy

A single click produces a deployment handle that your platform can promote into real runs.

Note

Autopilot is implemented in the repo as a deterministic MVP so teams can ship with predictable behavior. External adoption metrics and accuracy targets require real traffic to validate.