# About AI Assistant for Operators AI Assistant is a set of artificial intelligence tools integrated directly into the operator interface. These tools help operators quickly understand long dialog context, improve message quality, and get real-time hints for replies. This page explains how AI Assistant works, what tools it includes, and when to use them. --- ## Context and Problem Operators often face challenges when working with clients: - **Long dialogs** — it's difficult to quickly understand the essence of a conversation that has been going on for a long time - **Quality of replies** — operators need to maintain professional communication style and correct grammar - **Response speed** — especially for new employees, it takes time to formulate appropriate replies - **Standard situations** — many questions are repeated, and operators need quick access to professional wording AI Assistant solves these problems by providing intelligent tools that help operators work more efficiently and maintain high communication quality. --- ## Key Concepts ### AI Summarize AI Summarize creates a brief summary of the entire dialog, helping operators quickly understand the conversation context without reading all messages. **How it works:** 1. Operator clicks the "Summarize" button near the message input field 2. System analyzes recent dialog messages (usually last 5-10 messages) 3. AI generates a concise summary highlighting key points, client's problem, and current status 4. Summary appears in a modal window or as a system message in chat **When to use:** - When taking over a dialog from another operator - When returning to a long conversation after a break - When you need to quickly understand the essence of a complex dialog ### AI Text Editor AI Text Editor helps improve message text before sending — corrects grammar, improves style, formats text according to rules. **How it works:** 1. Operator writes a message in the input field 2. Clicks the AI icon in the input field 3. AI analyzes the text and suggests improvements 4. Operator can accept suggestions or edit them further **When to use:** - When you need to improve message quality - When you want to ensure correct grammar and spelling - When you need to format text according to company standards ### Copilot Copilot provides real-time AI hints — analyzes client's message and suggests relevant reply options based on dialog context. **How it works:** 1. Client sends a message 2. Copilot automatically analyzes the message and dialog history 3. System generates reply suggestions visible only to the operator 4. Operator can use suggested reply, edit it, or write their own **When to use:** - When you need help formulating a reply - When working with standard questions - When you want to speed up response time ### Translate a client message Separate from Copilot and the text editor, you can **translate a single incoming text message from a client** using the actions menu next to the message. The translation appears below the message in the dialog. **How it works:** 1. Open the actions menu (three dots) next to the client message you need 2. Choose **Translate** 3. The system processes the text with AI, using the interface language or your personal “translate messages to” setting 4. The translation appears below the message; the original text is unchanged **When to use:** - When the client wrote in another language and you need a quick translation without external tools - For short and medium text messages in an active dialog **Limitations:** the option is unavailable if AI tools are not connected for the request’s bot, if the text is too long, for your own outbound messages, in dialog search, or for closed chats in the corresponding view. Details: [Translate a client message](/en/operatorline/how-to/translate-client-message.md). --- ## Approach Options ### Manual vs AI-Assisted Work **Manual work:** - ✅ Pros: Full control, personal approach - ❌ Cons: Slower, requires more experience, risk of errors **AI-Assisted work:** - ✅ Pros: Faster, consistent quality, helps new employees, reduces cognitive load - ❌ Cons: Requires verification, may need editing **Why we use AI Assistant:** AI Assistant doesn't replace operators but helps them work more efficiently. It's especially valuable for new employees who are still learning, and for experienced operators who want to speed up routine tasks and focus on complex cases. ### When to Use Each Tool **AI Summarize** — use when you need to quickly understand dialog context, not for every message. **AI Text Editor** — use when you want to improve message quality, especially for important or complex replies. **Copilot** — use for standard situations and when you need quick reply options. Always review and edit suggestions before sending. **Translate a client message** — when you need to understand one specific incoming message in another language; it does not replace automatic translation of the whole conversation. --- ## Adopted Solutions ### Integration into Operator Interface AI Assistant tools are integrated directly into the operator interface, so operators don't need to switch between different systems or windows. All tools are available right where they work. ### Real-Time Processing Copilot works in real time — as soon as a client sends a message, the system analyzes it and provides hints. This minimizes waiting time and helps operators respond quickly. ### Context Awareness All AI Assistant tools analyze dialog context, not just individual messages. This ensures that suggestions and summaries are relevant to the current conversation. ### Operator Control Operators always have full control — they can use AI suggestions, edit them, or ignore them completely. AI Assistant is a helper, not a replacement for operator judgment. --- ## Implications for Users and Implementation ### For Operators When using AI Assistant: 1. **Always review AI suggestions** — AI is a helper, but you are responsible for the final message 2. **Use tools appropriately** — don't use AI Summarize for every message, use it when you need to understand context 3. **Edit suggestions** — AI suggestions are starting points, customize them to match your communication style 4. **Combine with other tools** — use AI Assistant together with quick replies and knowledge base for maximum efficiency ### Common Errors **Error:** Using AI suggestions without review **Problem:** AI may not always understand context correctly or may suggest inappropriate replies **Solution:** Always review and edit AI suggestions before sending **Error:** Over-relying on AI tools **Problem:** Operators may lose their own communication skills **Solution:** Use AI as a helper, but maintain your own judgment and communication style **Error:** Using AI Summarize too frequently **Problem:** Unnecessary system load and time waste **Solution:** Use AI Summarize only when you need to understand dialog context (taking over dialog, returning after break) --- ## Related Documents - **How-to:** [Translate a client message](/en/operatorline/how-to/translate-client-message.md) — translate an incoming message in the dialog - **How-to:** [Use Copilot](/en/operatorline/how-to/use-copilot.md) — step-by-step instruction for using Copilot - **How-to:** [Reply to Client](/en/operatorline/how-to/reply-to-client.md) — instruction for replying to clients - **How-to:** [Use Quick Replies](/en/operatorline/how-to/use-quick-replies.md) — instruction for using quick replies - **Explanation:** [About Processing Requests in ConnectiveOne](/en/operatorline/explanation/obrobka-zvernen.md) — explanation of request types and processing stages