# HEXPOINT

> Engineering-grade autonomous AI agents and MCP (Model Context Protocol) architecture for business.

HEXPOINT deploys digital departments on MCP—standalone or integrated with AmoCRM, Bitrix24, Salesforce, Microsoft Dynamics 365, Oracle NetSuite CRM, Zoho CRM, Creatio, and 1C:Enterprise.

## Key facts

- Product: Autonomous AI agents + MCP routing architecture
- MVP delivery: 14 days
- API cost reduction: up to 70% via MCP orchestration
- Integrations: AmoCRM, Bitrix24, Salesforce, Dynamics 365, NetSuite, Zoho, Creatio, Telegram, WhatsApp
- Deployment: Cloud or on-premise (Docker, local LLM, secure API bridges)
- Languages: Russian and English (auto-detected, toggle in header)
- Contact: lead form at `/#footer`

## What we do

1. Audit CRM workflows and sales funnels
2. Design MCP agent graphs and integration points
3. Build MVP with RAG memory and CRM connectors
4. Deploy, train teams, and scale agent networks

## Technology stack

- MCP / FastMCP, LangGraph, CrewAI, AutoGen
- RAG: Qdrant, pgvector, LlamaIndex, hybrid search
- LLMs: Claude, GPT-4o, GigaChat, YandexGPT, DeepSeek, local models
- Security: isolated Docker, AES-256, on-premise deployment

## FAQ (English)

### What is HEXPOINT?
HEXPOINT is an engineering AI team that designs and deploys autonomous AI agents on MCP architecture.

### How are MCP agents different from chatbots?
MCP agents act autonomously in business workflows — they execute business actions, not just chat replies.

### How fast is MVP delivery?
Typical MVP launches in 14 days.

## FAQ (Russian)

### Что такое HEXPOINT?
HEXPOINT — инженерная AI-команда, внедряющая автономных ИИ-агентов на базе MCP-архитектуры.

### Чем MCP-агенты отличаются от чат-ботов?
MCP-агенты автономно выполняют бизнес-действия, а не только отвечают на сообщения.

### За сколько запускается MVP?
Типовой MVP — 14 дней.

## Optional

- Sitemap: /sitemap.xml
- Robots: /robots.txt
- Repository: https://github.com/SillyMeatbug/crimson-core-landing