TzamunAI Architecture & Agent Intelligence Center
TzamunAI provides enterprise-grade AI agents powered by the ILM (Intelligent Language Models) family. Designed specifically for Saudi enterprises and government entities with native Arabic dialect comprehension, ZATCA and Saudization knowledge, and 100% on-premises or sovereign Saudi cloud hosting.
Technical Guides for Sovereign AI & Saudi Regulations
The ILM (Intelligent Language Models) Family
Specialized foundational models trained on Saudi regulatory, financial, and Arabic dialect corpora
ILM-Core (Foundational Enterprise Reasoning)
Bilingual language model fine-tuned for Gulf business Arabic and complex enterprise reasoning.
- Native understanding of Modern Standard Arabic and regional Saudi dialects (Najdi, Hejazi, Eastern)
- Context window of up to 128k tokens supporting long contracts, tenders, and regulatory documents
- Optimized for low-latency inference on local enterprise hardware (NVIDIA GPU clusters or CPU inference engines)
ILM-Finance & Tax Intelligence
Domain-specific model for ZATCA e-invoicing, Saudi tax law, VAT reconciliation, and financial auditing.
- Deeply trained on Saudi ZATCA regulations, UBL 2.1 schemas, and corporate tax bylaws
- Automated extraction of balance sheet metrics, cash flow variances, and P&L line-item anomalies
- Real-time fraud and invoice discrepancy detection across enterprise procurement pipelines
Autonomous Enterprise AI Agents
Role-based AI workers that connect to your databases, ERPs, and internal workflows
ILM-Finance Agent
Executes financial reconciliations, drafts budget reports, and verifies invoice compliance.
- Direct API integration with ERPs, banking feeds, and ZATCA compliance endpoints
- Generates executive financial summaries with conversational query drill-downs
- Automates accounts payable matching (PO, Receipt, Invoice 3-way match)
ILM-HR & Saudization Agent
Monitors Nitaqat quotas, Qiwa platform compliance, and employee onboarding.
- Live monitoring of Saudization percentages across job categories and company entities
- Automated drafting of labor contracts aligned with Saudi Ministry of Human Resources standards
- Instant employee query resolution regarding leave balances, WPS salary records, and benefits
ILM-ITOps & Self-Healing Agent
Monitors server infrastructure, auto-remediates system alerts, and responds to IT tickets.
- Automated log anomaly detection across Kubernetes, Linux, and database clusters
- Self-healing automation for service restarts, disk cleanup, and SSL renewal alerts
- Bilingual IT helpdesk assistant resolving tier-1 employee technical support requests
ILM-Voice & Call Center Agent
Human-like conversational voice agent handling inbound and outbound customer calls.
- Sub-300ms speech-to-speech conversational turnaround with natural Saudi Arabic accents
- Integrated with telephony systems (SIP / WebRTC / Twilio / Asterisk) and CRM platforms
- Handles appointment bookings, order tracking, qualification, and sentiment analysis
Sovereign Deployment & Data Residency
Guaranteed compliance with the Saudi Personal Data Protection Law (PDPL) and NCA cybersecurity controls
Air-Gapped & Private On-Premises Installation
Deploy the full AI stack within your private enterprise data center with zero internet leakage.
- Complete weights and embeddings housed in your on-premise infrastructure
- Complies with National Cybersecurity Authority (NCA) Essential Cybersecurity Controls (ECC)
- No telemetry, third-party model routing, or external cloud API dependencies
Sovereign Saudi Cloud Hosting (CST Certified)
Hosted on certified Tier-IV data centers inside the Kingdom of Saudi Arabia.
- Zero data egress outside Saudi Arabian national borders in compliance with PDPL
- High availability multi-zone redundancy across Riyadh and Jeddah cloud regions
- AES-256 encryption at rest and TLS 1.3 in transit with dedicated customer key management
Ready to deploy TzamunAI agents in your enterprise?
Connect with our AI engineering and research team in Riyadh and Jeddah to schedule a live demo on your infrastructure.
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