diff --git a/profile/README.md b/profile/README.md
index 1034f64..4a8421b 100644
--- a/profile/README.md
+++ b/profile/README.md
@@ -8,7 +8,7 @@
 <div>
   <p align="center">
   <a
-  href="https://join.slack.com/t/unstructuredw-kbe4326/shared_invite/zt-1x7cgo0pg-PTptXWylzPQF9xZolzCnwQ">
+  href="https://short.unstructured.io/pzw05l7">
     <img src="https://img.shields.io/badge/JOIN US ON SLACK-4A154B?style=for-the-badge&logo=slack&logoColor=white" />
   </a>
   <a href="https://www.linkedin.com/company/unstructuredio/">
@@ -25,25 +25,12 @@ designed to make it easy to prepare unstructured data like PDFs, HTML and Word D
 for downstream data science tasks. Check out our core repos:
 
 - [`unstructured`](https://github.com/Unstructured-IO/unstructured) - Core library with
-  pre-processing components for unstructured data, including partitioning, cleaning, and
-  staging bricks.
+  pre-processing components for unstructured data across various document types.
 - [`unstructured-api`](https://github.com/Unstructured-IO/unstructured-api) - Project that provides
   `unstructured`'s core partitioning capability as an API, able to process many types of raw documents.
-- [`unstructured-api-tools`](https://github.com/Unstructured-IO/unstructured-api-tools) - Library
-  that converts pipeline notebooks to REST APIs for easy consumption in data science and
-  machine learning workflows.
-- [`unstructured-inference`](https://github.com/Unstructured-IO/unstructured-inference) - Library
-  with inferenced code that can be used locally in `unstructured` or as a hosted service.
-- [`pipeline-oer`](https://github.com/Unstructured-IO/pipeline-oer) - A document
-  pre-processing pipeline for US Army Officer Evaluation Reports (OERs).
-- [`pipeline-paddleocr`](https://github.com/Unstructured-IO/pipeline-paddleocr) - A pipeline for running
-  images through [PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR), an an open-source,
-  multilingual OCR tool.
-- [`pipeline-sec-filings`](https://github.com/Unstructured-IO/pipeline-sec-filings) - A document
-  pre-processing pipeline for SEC filings focused on 10-Ks, 10-Qs, and S-1s.
-- [`pipeline-template`](https://github.com/Unstructured-IO/pipeline-template) - Use this template-driven utility when creating a new `pipeline-` project.
+- [`unstructured-inference`](https://github.com/Unstructured-IO/unstructured-inference) - Everything related to ML inferences, supporting the `unstructured` library.
 
-See [`community`](https://github.com/Unstructured-IO/community) for more general documentation about pipeline- family API's and contributing across all Unstructured's repos.
+See [`community`](https://github.com/Unstructu†red-IO/community) for more general documentation about pipeline- family API's and contributing across all Unstructured's repos.
 
 ## Learn more