Integrating AI Workforce with Corporate Messengers (Slack, Teams, Telegram)
Messengers — primary interface for AI workforce interaction with people: tasks assigned via chat, results arrive as notification, approvals happen via button click.
Slack Integration
Slack Bolt SDK. AI-agent as bot user. React to: @mention, slash commands, direct messages, scheduled messages. Interactive components — approve/reject buttons right in message. Block Kit for rich notifications with data.
Teams Integration
Bot Framework + Adaptive Cards. Proactive messaging for notifications. Deep integration with Microsoft 365.
Telegram Integration
Bot API — simplest for internal teams. High speed and reliable delivery. Inline keyboards for quick actions. Excellent option for distributed teams.
Interaction Patterns
Notification pattern: AI executed task → posting result in channel/DM. No answer wait.
Request-Response: AI asks → human answers via button or text → AI continues execution.
Command pattern: /summarize #channel-name last week → AI analyzes channel history → returns summary.







