Introduction

Promptic is the optimization platform for GenAI applications. It helps you benchmark models, tune prompts, agents, and tool use, and ship the configuration that performs best on your data.

Use Promptic to:

• Improve quality against representative examples and the business criteria that matter.
• Reduce cost and latency without choosing a cheaper configuration blindly.
• Optimize every layer of a GenAI workflow, from model and prompt selection to agent and tool behavior.
• Compare and ship with evidence instead of relying on one-off demos or intuition.

Choose where to start

From data to a shipped configuration

You can start with an uploaded dataset or with production traces. In either case, define what a good result means before optimizing. The same evidence should be used to benchmark the baseline, score candidates, and decide what to ship.

How the product is organized

Promptic separates administration from application data:

1. An Organization owns billing, members, and organization-wide model configuration.
2. An AI Application is the access, usage, and billing boundary for one application or use case.
3. An AI Component represents one prompt or tool-routing capability inside that AI Application.
4. Traces, experiments, datasets, and deployments belong to an AI Component.

Read How Promptic is organized before setting up a larger team.

Ways to use Promptic

• Dashboard — create and inspect workflows visually.
• Python SDK — instrument applications and automate platform workflows.
• CLI — operate Promptic from local development and CI.
• REST API — integrate from any language using the published OpenAPI contract.

Next steps