Auto-reply to text and voice messages in Max Messenger with AI

An AI assistant answers both typed and voice messages in Max Messenger, remembering each conversation.

How the work actually flows

It branches. Exactly one path is taken.

Pattern: Exclusive Choice (4) · Simple Merge (5)

flowchart TD trig>"message or voice received"]:::trig s0["verify approved sender"]:::task s1["prepare message content"]:::task s2["AI drafts reply with memory"]:::task s3["send reply to customer"]:::svc trig --> s0 s1 --> s2 s2 --> s3 gx{"× text or voice message"}:::gate s0 --> gx p00["use text as is"]:::task gx -->|"text message"| p00 p10["transcribe voice to text"]:::task gx -->|"voice note"| p10 jn{"○ combined into text"}:::gate p00 --> jn p10 --> jn jn --> s1 out[/"instant AI reply sent"/]:::out pay{{"faster consistent customer support"}}:::pay s3 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
Starts itA stepAn outside serviceOne path onlyPaths rejoinResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
AI Agents & Autonomous SystemsAI Chatbots & AssistantsVoice & PhoneImage & Media Processing
Connects
Max MessengerGigaChatSaluteSpeech

The problem it solves

When customers message you on Max, you have to stop what you're doing to answer, and voice notes take even longer since someone has to listen and reply by hand. Follow-up questions get missed because there's no record of what was already said.

Who it fits

Businesses that support customers through Max Messenger and want faster, consistent responses.

How it works

  1. A message or voice note arriving in Max Messenger starts the process
  2. Only approved senders are allowed to reach the assistant
  3. Voice notes are transcribed into text automatically
  4. An AI assistant reads the message, recalls the recent conversation, and drafts a reply
  5. The reply is sent back to the customer in Max Messenger
Quick estimate

What it is worth to you

Your numbers, your hourly cost. We add nothing hidden.

per week
minutes
$ per hour
0Hours freed per month
0Value per year at your hourly cost

Assumes the AI replies fully replace manual replies with no review step, and that freed hours go to other work.

What you get

An instant, on-brand reply to every text or voice message, with no manual typing.

What you need

A Max Messenger bot account and access to GigaChat and SaluteSpeech AI services.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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