Voice and text chat assistant for your VK community

The bot answers text and voice messages in your VK group automatically, 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 received in community"]:::trig s0["check message type"]:::task s1["generate reply using history"]:::task s2["send reply to member"]:::task trig --> s0 s1 --> s2 gx{"× voice or text message"}:::gate s0 --> gx p00["transcribe audio to text"]:::task gx -->|"voice message"| p00 p10["use text directly"]:::task gx -->|"text message"| p10 jn{"○ combine into text input"}:::gate p00 --> jn p10 --> jn jn --> s1 out[/"automatic contextual reply sent"/]:::out pay{{"community gets instant answers anytime"}}:::pay s2 --> 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 stepOne 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 ProcessingAPI & Webhook Integration
Connects
VKOpenAI

The problem it solves

Running an active online community means answering the same questions again and again, at all hours. Voice messages are even harder to keep up with since you have to listen to each one before replying. Without a way to remember past conversations, every reply starts from scratch.

Who it fits

Community managers or businesses running a VK group who want to respond to members automatically.

How it works

  1. A new text or voice message arrives from a community member
  2. Voice messages are automatically transcribed to text
  3. AI reads the message along with the person's past conversation history
  4. A relevant, natural reply is generated
  5. The reply is sent back to the member automatically
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 are accurate enough that you would otherwise have answered these messages yourself, and that freed hours are put toward other work.

What you get

Automatic, context-aware replies to both text and voice messages in your community.

What you need

A VK group account and an AI service for chat and voice transcription.

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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