diff --git a/.obsidian/plugins/hoarder-sync/data.json b/.obsidian/plugins/hoarder-sync/data.json
index 594f4d6..aa9fba3 100644
--- a/.obsidian/plugins/hoarder-sync/data.json
+++ b/.obsidian/plugins/hoarder-sync/data.json
@@ -4,7 +4,7 @@
   "syncFolder": "Hoarder",
   "attachmentsFolder": "Hoarder/attachments",
   "syncIntervalMinutes": 60,
-  "lastSyncTimestamp": 1777281220907,
+  "lastSyncTimestamp": 1777283187043,
   "updateExistingFiles": false,
   "excludeArchived": true,
   "onlyFavorites": false,
diff --git a/01 Projects/video-accessibility/Video Accessibility Platform.md b/01 Projects/video-accessibility/Video Accessibility Platform.md
index d466175..f4f4447 100644
--- a/01 Projects/video-accessibility/Video Accessibility Platform.md	
+++ b/01 Projects/video-accessibility/Video Accessibility Platform.md	
@@ -81,6 +81,10 @@ Pipeline phases:
 | 2026-03-03 | Add download assets panel + VTT file upload to QC review |
 
 ## Sessions
+### 2026-04-27 – Create an admin dashboard to track
+**Asked:** Create an admin dashboard to track AI token usage costs across models, users, projects, and teams with interactive analytics and user isolation.
+**Done:** Reviewed requirements and identified web scraping risks for token pricing; recommended using structured data sources (LiteLLM, OpenRouter) instead of price page scraping.
+
 ### 2026-04-16 – Create a user management system allowing
 **Asked:** Create a user management system allowing admins to create login/password users (non-SSO) and grant linguist access to non-Oliver email addresses.
 **Done:** Implemented user management with admin creation capability, linguist role support, and fixed deploy script bug where monorepo code wasn't being pulled.
@@ -104,6 +108,7 @@ Pipeline phases:
 ## Change Log
 | Date | Requested | Changed | Files |
 |------|-----------|---------|-------|
+| 2026-04-27 | AI cost tracking admin | Dashboard schema, pricing integration approach, user isolation & team grouping logic | (pending implementation) |
 | 2026-04-16 | User management system | Added user creation, admin role, linguist role with email validation, fixed pull_code function for monorepo | User.ts, Auth.ts, scripts/deploy.sh |
 | 2026-04-16 | User management system | User creation, local auth, linguist role, migration setup | backend user models, migration files, full-deploy.sh |
 | 2026-04-16 | User management system | Added linguist role enum, MongoDB migration, admin seeding, sidebar link | models/user.py, migrations/add_linguist_role.py, core/seed.py, main.py |
diff --git a/99 Daily/2026-04-27.md b/99 Daily/2026-04-27.md
new file mode 100644
index 0000000..a74ff54
--- /dev/null
+++ b/99 Daily/2026-04-27.md	
@@ -0,0 +1,10 @@
+---
+date: 2026-04-27
+tags: [daily]
+---
+
+## Session Log
+
+- 10:58 (25min) | `video-accessibility`
+  - **Asked:** Create an admin dashboard to track AI token usage costs across models, users, projects, and teams with interactive analytics and user isolation.
+  - **Done:** Reviewed requirements and identified web scraping risks for token pricing; recommended using structured data sources (LiteLLM, OpenRouter) instead of price page scraping.