The solution helps operators respond faster and more consistently: when a new client message arrives, the bot evaluates context and generates reply suggestions inside chat.

• Suggestions are shown to operators as quick replies in CRM.
• Communication style and rules can be controlled by a text instruction.
• The bot can auto-join selected chat entity types.
• When confidence is high, it can auto-send a reply with rate limits.