diff --git a/README.md b/README.md
index fbe24982..d4ec1064 100644
--- a/README.md
+++ b/README.md
@@ -9,16 +9,16 @@ projects for:
 
 | Name                                                          | Description                                                                     | Integrations                      |
 | :------------------------------------------------------------ | :------------------------------------------------------------------------------ | :-------------------------------- |
-| [AWS Health to Slack](./aws_health_to_slack/)                 |                                                                                 | AWS (Health) → Slack         |
-| [Break-Glass](./break_glass/)                                 |                                                                                 | Slack → AWS (IAM), Jira      |
-| [Categorize Emails](./categorize_emails/)                     |                                                                                 | Gmail → ChatGPT → Slack |
-| [Confluence to Slack](./confluence_to_slack/)                 |                                                                                 | Confluence → Slack           |
-| [Create Jira Issue](./create_jira_issue/)                     |                                                                                 | HTTP → Jira                  |
-| [Data Pipeline](./data_pipeline/)                             |                                                                                 | AWS (SNS, S3) → SQLite       |
-| [GitHub Copilot Seats](./github_copilot/)                     | ... (implemented in Starlark)                                                   | GitHub ↔ Slack               |
-| [Google Forms to Jira](./google_forms_to_jira/)               |                                                                                 | Google Forms → Jira          |
-| [Jira Assignee From Calendar](./jira_assignee_from_calendar/) |                                                                                 | Jira ↔ Google Calendar       |
-| [Jira to Google Calendar](./jira_to_google_calendar/)         |                                                                                 | Jira → Google Calendar        |
+| [AWS Health to Slack](./aws_health_to_slack/)                 | Notify about AWS Health events based on resource ownership mapping              | AWS (Health) → Slack         |
+| [Break-Glass](./break_glass/)                                 | Orchestrate break glass requests and approvals for elevated permissions         | Slack → AWS (IAM), Jira      |
+| [Categorize Emails](./categorize_emails/)                     | Categorize new emails and notify the appropriate channels based on the content  | Gmail → ChatGPT → Slack |
+| [Confluence to Slack](./confluence_to_slack/)                 | Notify when a new page with a specific label is created                         | Confluence → Slack           |
+| [Create Jira Issue](./create_jira_issue/)                     | Create Jira issues from webhook requests                                        | HTTP → Jira                  |
+| [Data Pipeline](./data_pipeline/)                             | Process new S3 files: parse and store data in a database pipeline               | AWS (SNS, S3) → SQLite       |
+| [GitHub Copilot Seats](./github_copilot/)                     | Automate daily GitHub Copilot user pruning and notify users of changes          | GitHub ↔ Slack               |
+| [Google Forms to Jira](./google_forms_to_jira/)               | Poll a form for responses and create an issue for each new entry                | Google Forms → Jira          |
+| [Jira Assignee From Calendar](./jira_assignee_from_calendar/) | Assign Jira issues based on the current on-call person from a shared calendar   | Jira ↔ Google Calendar       |
+| [Jira to Google Calendar](./jira_to_google_calendar/)         | Create calendar events from Jira issues to schedule and track reviews           | Jira → Google Calendar       |
 | [Pull Request Review Reminder (Purrr)](./purrr/)              | Streamline code reviews and cut down the turnaround time to merge pull requests | GitHub ↔ Slack               |
 | [ReviewKitteh](./reviewkitteh/)                               | Monitor pull requests, and meow at random people                                | GitHub, Google Sheets, Slack      |
 | [Task Chain](./task_chain/)                                   | Run a sequence of tasks with fault tolerance                                    | Slack                             |