| Direct Library work | Direct chat over one or more Library folders with source-linked citations and content-grounded suggested questions. | Agents trained on connected sources for support conversations. [B1] |
| Training sources | Whole YouTube channels/playlists and websites; individual Instagram posts/Reels when transcript content is available; Google Drive; local audio/video, PowerPoint, images, and other documents; best-effort visual text from supported video frames; plus Telegram Import Bot (forward/send messages and files; bind a group to import new messages; size limits). | Websites, documents, text, Q&A, and Notion. [B1] |
| Ongoing source sync | Auto-sync supported YouTube channels/playlists and websites so Libraries stay current over time. | Website crawling and Notion sources document automatic updates for agents. [B1] |
| Proactive briefings / source monitoring | Automatic daily Briefings from monitored YouTube channels/playlists and websites — surfaced ahead of time, with no manual per-story generation step. | Recurring help-desk shifts and automatic ticket assignment support proactive operations rather than source briefings. [B3] |
| Instructions and prompts | Reusable prompts applied in chat and on Bots; prompts may come from shared prompt groups. | Agent configuration for support and lead workflows. [B1] |
| Collaboration and sharing | Library folders shared by user/email or shareable links with read and read-write access; prompt groups shared by user/email or shareable links. | Team and enterprise agent workflows. [B2] |
| Audience channels | Eligible website and Telegram Channels for knowledge Bots. | Web, apps, and messaging deployment for agents. [B1] |
| Primary job | Direct cited Library workspace; Bots optionally reuse the same folders and prompts. | Customer-support and lead-generation AI Agents with mature operations. [B1] |
| Customer-support operations | Not positioned as a helpdesk or telephony suite. | Helpdesk, voice, telephony, outbound, analytics, and connected services. [B2] |
| Workspace home and next steps | Signed-in Dashboard surfaces Library/document counts, Continue, recently imported sources, published Channel activity, items needing attention, and source-scoped suggested questions. | Agent workspace for support and lead operations. [B1] |