Connectors
Talks with humans.
A brilliant office sealed inside a server is useless. Agents need to reach the channels where your humans already live.
A brilliant office sealed inside a server with no inputs is useless. Agents need to read incoming WhatsApp, Line, email — Outlook, Teams, Slack — and send replies. They need to read your CRM, your ERP, your file storage, your calendars. They need to take phone calls. Phone calls add a wrinkle. Most LLMs are text-based; the world is increasingly voice. So voice-to-text and text-to-voice translate at the door — the brain still works in text, but the office can hold a phone conversation.
Vendors we track
Going deeper
WhatsApp Personal + business messaging.
Outlook Enterprise email + calendar.
Teams Microsoft collaboration.
Slack Workplace messaging.
Line Big in Japan.
WeChat Big in China.
Gmail Personal + Google Workspace.
Drive Google Drive file connector.
Voice ↔ Text Phone calls in, replies out.
MCP Model Context Protocol — stateful integrations.
🚧 Sub-pages are coming online. For the complete six-layer picture, see the six-layers overview.
Read next
AI Models Back to Layer 1 — the brain
The six layers overview All six layers at a glance.
Architecture & Code How we built it (Suhail-maintained code docs).