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Introduction

The Anar Labs AI platform — 14 products for sovereign AI governance in the GCC.

What is Anar Labs?

Anar Labs builds sovereign AI products for government entities across the GCC — UAE, Saudi Arabia, Qatar, and Oman. Our platform provides 14 integrated products that cover the full AI lifecycle, from model management to compliance.

Every product is designed with three principles:

  • Sovereign — data never leaves your infrastructure
  • Arabic-first — native support for Arabic dialects and RTL
  • Governed — full audit trails, RBAC, and compliance built in

Platform Overview

The Anar Labs platform is organized into five layers:

Foundation

Gateway provides unified AI model management with 18 plugins — route requests to the optimal model, track costs, enforce access controls, cache frequent queries, and maintain uptime with intelligent fallback routing.

Guard delivers AI governance and compliance with 34 endpoints — monitor every AI interaction, detect bias and PII, enforce policies with batch operations, export audit trails as CSV, and generate compliance reports for GCC regulators.

Core Products

Chat is an Arabic-first AI assistant with RAG — build knowledge bases from your documents, manage conversations with analytics, and deploy intelligent assistants for citizen services.

Voice handles Arabic speech intelligence — transcription optimized for Gulf dialects, voice agents for call centers, and speaker diarization.

Agents enables autonomous AI agents — build multi-step reasoning agents for government workflows like permit processing and document review.

Intelligence

Docs AI provides document intelligence — Arabic OCR with failover chain, classification, structured data extraction, and direct Chat RAG ingest from government paperwork.

Translate offers sovereign document translation — Arabic ↔ English with legal and technical domain specialization.

Insights delivers AI-powered analytics with 31 endpoints — natural language queries, trend analysis, CSV upload, real-time dashboards, and automated report generation.

Automation

Flow automates government processes — visual workflow builder with human-in-the-loop approvals and intelligent routing.

Minutes captures meeting intelligence — automatic transcription, structured minutes, and action item tracking.

Present generates AI presentations with 22 endpoints — create polished slides from prompts, edit with AI, batch manage, and export to PPTX/PDF with Arabic RTL support.

Governance

Comply automates regulatory compliance — check AI systems against UAE, Saudi, Qatar, and EU AI Act frameworks simultaneously.

Eval benchmarks Arabic AI — compare model performance on Arabic tasks and GCC-specific knowledge with standardized test suites.

Procure powers procurement intelligence — AI-driven tender analysis with detailed views, bid comparison, supplier evaluation, and Docs integration for automated proposal extraction.

Getting Started

Quick Start

Head to the Quick Start guide to set up the platform in under 5 minutes with Docker Compose.

git clone https://github.com/anarlabs-ai/anar-monorepo.git
cd anar-monorepo
docker compose up -d

This starts all 14 products with a single command. The Gateway is available at localhost:8080 and each product dashboard at its designated port.

Architecture