Private Pilot Phase

High-Performance AI, Simplified.

The Chat Layer for Builders.

ConverZen is the Rust-powered bridge between your data and your users. Deploy in seconds, scale with confidence, and stay model-agnostic forever.

ConverZen is in private pilot phase.

We are partnering with forward-thinking companies to build bespoke, high-performance chat infrastructure. This is work in progress, not a finished product.

Apply for the Pilot Read Docs

Why ConverZen?

Three pillars that make ConverZen the bridge between your data and your users.

Rust Backend

Built in Rust for ultra-low latency and massive multi-tenant scale. Memory safe, zero-cost abstractions.

  • •Performance First
  • •Extreme Concurrency
  • •Zero-Cost Abstractions

RAG Engine

Infinite knowledge through docs, URLs, and web content. Fine-tuned retrieval eliminates hallucinations.

  • •Infinite Knowledge
  • •Fine-tuned Retrieval
  • •LLM Agnostic

MCP Support

The USB-C for AI Agents. Connect your AI directly to databases, local servers, and customer files via stdio shell.

  • •Universal Adapter
  • •Stdio Shell
  • •Multi-threaded Dispatcher

Featured

Why do 99% of corporate AI chatbots sound like exhausted customer service reps on valium?

Brand voice matters. Meet the characters we build, the architecture that powers them, and why being model-agnostic in 2026 is the only sane choice.

One Script Tag Away

Universal integration. No framework lock-in. Real-time SSE streaming for premium user experience.

HTML
<script src="https://converzen.de/widget/cvs-widget.js"></script>
npm
npm install @converzen/sdk
TypeScript
import { ConverZen } from '@converzen/sdk';

const client = new ConverZen({
  apiKey: 'your-api-key'
});

Type-safe by design. Full TypeScript definitions included for a "Zen" coding experience.

✨Real-time SSE streaming included

Zero-Trust Infrastructure

The Rust Advantage

JWT + API Key + Rust

Tiered Security

Protect your endpoints with account-specific API keys and short-lived (15m) JWT tokens.

Safety Shell

Our unique MCP plugin model runs untrusted logic in a secure, isolated container.

Performance First

Built in Rust for ultra-low latency and massive multi-tenant scale.

Privacy-first. Performance-driven. Rust-built.

Vital for the German market trust. Datenschutz an erster Stelle. Performance-fokussiert. In Rust entwickelt.

Technical Roadmap

Our engine is evolving. Moving beyond wrappers to high-performance, autonomous infrastructure.

Rust Core
Memory safe, zero-cost abstractions
Sub-100ms overhead
Multi-tenant LLM-agnostic server designed for speed

CURRENT // Q1 2026

Core Infrastructure

  • Async Rust runtime (Tokio) implementation
  • Open sourced Chat widget as Drop-in script and npm packages for zero-framework integration.
  • Basic multi-tenancy with isolated contexts
  • OpenAi LLM integration (response streaming api, multi model)
  • stdio MCP servers with plugin design
  • RAG system based on native rust qdrant database
  • RAG document ingestion engine
  • Config UI (WIP)
  • Web Scraping, basic (WIP)
  • HTTP MCP (WIP)

NEAR TERM // Q2-Q3 2026

Distributed State Layer

  • LLM Integration
    • Anthropic Claude 3.5/4 Sonnet
    • Mistral Small/Saba
    • Google Gemini
  • Full client configuration UI
  • WASM plugins for MCP
  • Enhanced RAG capabilities, full document format support

FUTURE // 2027+

Constant adaption to State of the Art technology

  • Constant Bleeding Edge model Adaption & Integration
  • Further LLM Integration: DeepSeek-V3 or Llama 3.x (via Ollama/vLLM)