KustBots  /  AI agents

AI agents that do the work.

We build AI agents that call real tools instead of guessing, fine-tune them on your own data, and help teams deploy and run their own agents in production.

500K+active users
81,300groups protected
9,703apps deployed
50bare-metal machines

AI sales and support agents

Our sales agent can be switched on for any business in one call. It answers from that business’s own website and documents, checks directions, nearby places, weather and exchange rates live, books appointments and saves every lead. It can also hold a spoken conversation with local Whisper transcription and an offline voice.

Fine-tuning and agent operations

  • Fine-tuning — agents trained on your own conversations, so they sound like your business and follow its rules.
  • RAG — answers grounded in your data, not the model’s memory.
  • Agent hosting and support — we deploy, monitor and keep your own agents running.
  • Private inference — open-weight models on our own GPUs with vLLM, when data must stay in-house.

MCP, scraping and automation

We build MCP servers that give AI agents real tools: browsers, databases and messaging. Behind them sit high-volume web scraping on our own hardware and browser automation for sites that have no API, all queued, retried and supervised.

Related systems

Running in production.

AI Sales Agents
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AI Sales Agents

A sales agent any business can switch on in one call. It answers from that business's own website data, checks directions, nearby places, weather and exchange rates live, books appointments, and saves every lead. It calls real tools mid-conversation instead of guessing, remembers each customer without letting the prompt grow forever, and can hold a spoken conversation with local Whisper transcription and a fully offline voice.

RAGtool callingPostgreSQLmulti-tenant
Scraping, MCP & Automation
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Scraping, MCP & Automation

Web scraping at volume on our own hardware, browser automation for sites that have no API, and MCP servers that hand AI agents real tools. Real-time relays push one event to thousands of clients in milliseconds. Every job is queued, retried and supervised, so an overnight run finishes without anyone watching it.

headless browsersMCPqueuesWebSockets
Private LLM Hosting
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Private LLM Hosting

Strictly private deployment of open-weight AI models on dedicated hardware. We ensure your conversation data never leaves the premises while maintaining high-throughput, predictable inference latency.

GPUsvLLMLlama
Voice Agents
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Voice Agents

Autonomous agents that hold a live voice call natively in Telegram. Speech in, speech out, entirely interruptible (barge-in support), complete with a rich transcript you can read afterwards. We strictly police end-to-end latency budgets to ensure natural conversations.

ASRLLMTTSbarge-in
Questions

Asked and answered.

Can you fine-tune an AI agent on our own data?

Yes. We prepare your conversations and documents, fine-tune the model, and measure it against real questions before it goes live.

Can you help us run an agent we already have?

Yes. We deploy, host, monitor and maintain existing agents, and fix what breaks in production.

Can the AI agent work inside Telegram?

Yes. Most of our agents run in Telegram, and they can also run on the web or over voice.

Can our data stay private?

Yes. We can run open-weight models on dedicated hardware so conversation data never leaves the premises.