> You are reading the Docusign Developer Documentation. For clean Markdown of any page, append .md to the page URL.
>
> Documentation indexes by section:
> - APIs and SDKs: https://docusign.docs.buildwithfern.com/docs/llms.txt
> - Platform 101: https://docusign.docs.buildwithfern.com/platform/llms.txt
> - Extension Apps: https://docusign.docs.buildwithfern.com/extension-apps/llms.txt
> - Docusign CLI: https://docusign.docs.buildwithfern.com/docusign-cli/llms.txt
>
> Authentication (OAuth, JWT Grant, M2M): https://docusign.docs.buildwithfern.com/platform/auth
> Webhooks and Connect: https://docusign.docs.buildwithfern.com/platform/webhooks
>
> OpenAPI specifications: https://docusign.docs.buildwithfern.com/openapi.json
> MCP server: https://docusign.docs.buildwithfern.com/_mcp/server

# Docusign CLI overview

> Programmatically customize, test, and scale Agreement Manager to meet specific contract management requirements.

The Docusign CLI provides enterprise developers and system integrators (SIs) the tools to programmatically customize, test, and scale Agreement Manager to meet specific contract management requirements.

## The Docusign CLI empowers builders to

#### Customize agreement processing

Programmatically configure Agreement Manager with custom fields, agreement types, AI training sets, and other configurations.

#### Refine extraction accuracy

Test extraction logic against a set of up to 400 actual agreements, enabling you to iteratively refine AI training set rules for high-quality data extraction across your entire document repository.

#### Ingest agreements at scale

Programmatically ingest millions of historical agreements to Agreement Manager with metadata during testing and after go-live.

## Places to start

* [See what you can automate with the CLI](/docusign-cli/implement-at-scale)
* [Review common use cases](/docusign-cli/use-cases)
* [Join the open beta](/docusign-cli/open-beta)
* [Accelerate implementation with AI tools](/docusign-cli/ai-tools)

## Discover more

* [Set up your CLI workspace](/docusign-cli/get-started)
* [Get details about improving extraction accuracy](/docusign-cli/test-agreement-customizations)
* [Learn how to deploy validated customizations to multiple accounts](/docusign-cli/deploy-agreement-customizations)
* [Find out how to upload agreements in bulk](/docusign-cli/bulk-ingest-agreements)