An integrated architecture for running AI inside a Saudi cloud
From workflow automation, to LLM inference on dedicated GPUs, to enterprise-grade infrastructure on Kubernetes, three interconnected layers, fully managed within the Kingdom of Saudi Arabia.
Deploying n8n on AIX Workspace
AIX Workspace provides a fully integrated environment for running n8n, allowing users to build and automate workflows and connect different applications and systems without complex coding. Key benefits include:
- Build smart workflows using a low-code visual interface.
- Connect thousands of apps and systems through ready-made connectors.
- Direct integration with Large Language Models (LLMs) and RAG databases.
Large Language Models (LLMs) and GPUs
The AI Platform runs open-source large language models, such as Qwen and Gemma, on GPU-based infrastructure hosted on a Saudi cloud, delivering secure, high-performance AI inference with full control over data confidentiality.
The AIX Workspace platform on Kubernetes
The AIX Workspace platform runs on Kubernetes-based cloud infrastructure, providing a highly reliable, enterprise-grade platform for running and managing AI services. The platform enables automatic scaling, container management, and service continuity, with the ability to host all components locally within Saudi Arabia for data sovereignty and regulatory compliance.
Milvus Vector Database
Milvus is a high-performance, private, and cost-effective vector database built for AI applications. It enables developers to build and test RAG systems, semantic search, recommendation systems, and AI agents — giving full control over embedded and raw data without relying on external cloud services.
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PostgreSQL Database
PostgreSQL is used as a lightweight memory layer for storing temporary and cached data in RAG-based AI applications. It efficiently manages session context, intermediate responses, and short-lived workflow data to ensure fast and reliable AI processing.
NocoDB Database
NocoDB is open-source software that provides a Google Sheets-like interface for storing data, while the information is hosted on local clouds rather than global cloud services. The platform layers spreadsheet-style tools on top of databases like PostgreSQL and MySQL, allowing users to manage, edit, and organize data easily without advanced database knowledge. It also integrates with automation tools like n8n, making it a powerful choice for business applications and large-scale data management.
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