The AI platform answers from your knowledge base in chats and by phone – in Kazakh and Russian, routes requests to the right line and scores the quality of every conversation, not a sample.
How the AI platform handles a typical request – second by second. Peak hour, a weekend or three in the morning – the path is the same.
Messenger, website chat or phone – the platform works the same across every channel. No menus and no "press 1."
The language and topic are detected from the message itself, and the answer is looked up in your knowledge base – in the guides and procedures your agents work by.
Under the answer – the guide it's based on. Had the customer written in Russian, the answer would be in Russian.
If there's no confident answer in the base, the customer is irritated or directly asks for a person – the platform doesn't invent an answer, it calls in an agent. The conversation already comes with the message history, topic, language and the materials it found: the customer doesn't repeat the question, the agent doesn't start from scratch.
escalation · context attachedThe platform holds the context: a follow-up is a continuation of the conversation, not a new ticket.
The conversation is already in the stats: the manager will see it in the summary – with topic, score and resolution time.
You can't staff a bilingual night shift: at three in the morning there's no one to answer in Kazakh. The AI platform doesn't care what time it is – it answers in seconds, in Kazakh and Russian at a native level.
Conversation data stays within the company's perimeter. And the morning shift starts the day not with a backlog, but with a sorted queue: every handed-over request has a topic, a history and a priority.
A supervisor physically has time to review 2–3% of conversations. The platform checks a hundred percent – voice and text – against a single checklist. Here's what gets recorded and how the manager sees it.
| parameter | what is checked in every conversation | what the manager sees |
|---|---|---|
| First response | Time to first response – in chat and on the line, at any hour of the day. | A timer on every request; the risk of a breach is highlighted, a reminder goes out before the deadline. |
| Question resolution | Whether the question is closed: the customer's confirmation and repeat requests on the same topic. | First-contact resolution rate – by topic, agent and channel. |
| Courtesy and tone | Greeting, tone and adherence to your script – in calls and in messaging. | A score on every conversation; borderline ones automatically land on the "to review" list. |
| Answer accuracy | Whether what was said matches the knowledge base; every platform answer has a source. | Deviations from the procedure are highlighted – with the quote from the guide the answer diverged from right next to it. |
| Escalation | Whether the request was handed over in time and with context, and didn't get stuck between shifts. | Stuck escalations – at the top of the morning summary, with an owner and a deadline. |
The checklist isn't a rigid list: your own service criteria are added during the prototype stage.
The platform doesn't just pile up recordings – it picks out the conversations where something went wrong and shows the trend for each agent. There's no need to listen to a hundred conversations to find the one problem case.
The platform connects on top of your telephony, messengers, website chat and Service Desk – agents stay in the tools they already know.
A voice call is handled just like a chat: the platform recognizes Kazakh and Russian speech – at a native level, including mixed speech – finds the answer in the knowledge base and says it in the customer's language. No confident answer – the call is transferred to an agent along with the transcript.
Customer: Интернет жоқ, роутерде қызыл шам жанып тұр. Не істеймін?
Topic, language and urgency are determined the moment a request arrives – it goes straight to the right line or to a specific specialist. The platform tracks the SLA itself: it warns you in advance rather than logging a breach after the fact.
Leave your contacts – we'll arrange a demo, take your knowledge base and an anonymized request history, and set up a prototype in about a week. You'll see the platform's answers to your customers' real questions before any commitment.
demo · process review · prototype – free
