Russian and Kazakh Voice Messages: How ZiFlow.Me Saves Them to CRM
How ZiFlow.Me transcribes voice messages from WhatsApp and Telegram, replies in text, keeps context in CRM, and helps the owner see those requests in briefings.
In Kazakhstan, clients often send voice messages and mix Russian with Kazakh in one sentence. ZiFlow.Me turns that audio into text, lets the assistant reply, and keeps the meaning in CRM.
Voice Flow
The message arrives from WhatsApp or Telegram. It can be Russian, Kazakh, or mixed speech.
Audio becomes text. The assistant then works with text plus previous conversation context.
For price, time, address, or booking questions, the reply uses your services, price list, hours, and instructions.
The transcription and reply stay in the client card, so the team sees the meaning of the voice request.
The daily briefing shows the owner activity for the last 24 hours. On Team, the owner can ask: "What did Aizhan write?" or "Show recent conversations."
Where It Works Best
- short voice messages under a minute;
- ordinary speech without heavy background noise;
- common questions about price, booking, address, and hours;
- mixed phrases where context is clear;
- returning clients with existing CRM history.
How to Prepare
| What to add | Why it helps |
|---|---|
| Russian and Kazakh service names | The assistant understands real client phrasing |
| Frequent questions | Replies work for both text and voice |
| Clarification rules | If time, name, or service is unclear, the assistant asks again |
| CRM statuses | Voice requests enter the normal funnel |
| Owner Telegram | The owner can ask the AI about clients and recent requests |
Example
Client sends: "Salem, zavtra keshke manicurege oryn bar ma, bagasy kansha?"
The assistant understands the meaning and replies:
Hello! Manicure is 8,000 KZT. I can check tomorrow evening. What time would be convenient?
If a work calendar is connected and the client names an exact time, ZiFlow.Me can create an event. If details are missing, the assistant clarifies.
Summary
Voice messages in ZiFlow.Me are part of the CRM workflow: the client speaks naturally, the assistant replies in text, CRM saves the context, and the owner sees the picture through briefings and the Telegram advisor.