> For the complete documentation index, see [llms.txt](https://documentation.specollective.org/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://documentation.specollective.org/our-work/partnerships.md).

# Partnerships

We partner and collaborate with organizations big or small that align with our mission for social good and working all in open source. Some have been with organizations under Open Collective Foundation, like Data Umbrella, a community focused on building diversity, equity, and inclusion in the data science field. We’re also working with buildJUSTLY, an organization that focuses on understanding biases and making inclusive software.\
\
We have also collaborated with Public Invention to create an open source embedded systems project, creating a general purpose alarm device. By early 2023, SPEC will sponsor a capstone project for students to receive credits or paid experience through their contribution to this project.&#x20;

SPEC is excited to celebrate and continue expanding our partnerships. Here are a few of our current and past partners:

* buildJUSTLY
* Data Umbrella
* Public Invention
* Juniper Garden
* Open Sustain Tech
* RAND Corporation


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://documentation.specollective.org/our-work/partnerships.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.
