diff --git a/.obsidian/plugins/hoarder-sync/data.json b/.obsidian/plugins/hoarder-sync/data.json
index aa9fba3..a6301fb 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": 1777283187043,
+  "lastSyncTimestamp": 1777284807829,
   "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 f4f4447..bfa1061 100644
--- a/01 Projects/video-accessibility/Video Accessibility Platform.md	
+++ b/01 Projects/video-accessibility/Video Accessibility Platform.md	
@@ -9,8 +9,8 @@ url:
 server: TBD
 tags: [oliver, video, accessibility, ai, captions, audio-description, tts, celery, mongodb]
 created: 2026-04-14
-last_commit: 2026-04-16
-commits: 214
+last_commit: 2026-04-27
+commits: 215
 ---
 
 ## Overview
@@ -69,6 +69,7 @@ Pipeline phases:
 ## Timeline / Git History
 | Date | Change |
 |------|--------|
+| 2026-04-27 | feat: integrate oliver-cost-tracker SDK into video-accessibility |
 | 2026-04-16 | feat: add linguist role and user management navigation |
 | 2026-03-27 | Add ElevenLabs API key to production env |
 | 2026-03-27 | Fix VTT charset=utf-8 (prevent ♪ encoding issues) |
@@ -81,6 +82,10 @@ 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 usage costs with multi-dimensional analytics and user/team management.
+**Done:** Designed system architecture for AI cost tracking with admin panel, analytics reports, token logging, and user isolation with team grouping capabilities.
+
 ### 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.
@@ -108,6 +113,7 @@ Pipeline phases:
 ## Change Log
 | Date | Requested | Changed | Files |
 |------|-----------|---------|-------|
+| 2026-04-27 | AI cost tracking system | Admin dashboard, analytics engine, token logging, user/team management, multi-dimensional reporting | AdminPanel.tsx, CostTracker.ts, UserManagement.tsx, AnalyticsEngine.ts, DatabaseSchema.sql |
 | 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 |
diff --git a/99 Daily/2026-04-27.md b/99 Daily/2026-04-27.md
index a74ff54..466b16a 100644
--- a/99 Daily/2026-04-27.md	
+++ b/99 Daily/2026-04-27.md	
@@ -8,3 +8,6 @@ tags: [daily]
 - 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.
+- 11:31 (15min) | `video-accessibility`
+  - **Asked:** Create an admin dashboard to track AI usage costs with multi-dimensional analytics and user/team management.
+  - **Done:** Designed system architecture for AI cost tracking with admin panel, analytics reports, token logging, and user isolation with team grouping capabilities.