---
title: AI helpers | Stainless
description: Helpful client-side utilities for modern AI APIs.
---

AI helpers are a paid feature. See our [pricing page](https://stainless.com/pricing) for details.

For enterprise customers with AI-focused APIs, we include helper utilities in your SDKs that help your users with various AI-related workflows:

- Accumulate or parse streaming output
- Structure responses
- Apply pre- and post-processing logic
- Handle multi-step workflows in a language-idiomatic way

AI helpers are powered by code we generate to handle novel interaction patterns in modern AI APIs:

- Streaming tokens
- Multipart responses
- Function calling
- Model-specific output structures

These API features typically require a significant amount of custom client-side code and logic to manage correctly, but our AI helpers handle all of this for you with consistent behavior across languages.

For examples of Stainless SDKs that include AI helpers, see [Anthropic’s SDKs](https://github.com/anthropics?q=sdk) and [OpenAI’s SDKs](https://github.com/openai?q=library).

For more information, [contact sales](mailto:sales@stainless.com).