Methodology demonstration: How we build sovereign AI platforms for smart city and national transformation initiatives
This case study illustrates our edge-to-cloud architecture methodology for building sovereign AI platforms. The scenario demonstrates how we approach smart city initiatives with data sovereignty requirements. Client details anonymized.
Taille: Typical engagement: 500-5,000 employee organizations
Build an enterprise-grade AI platform to process smart city sensor data and deliver real-time predictive analytics for infrastructure management.
Process 50M+ daily events from IoT sensors across smart building, transportation, and utility systems
Deliver sub-second predictions for energy optimization, traffic flow, and maintenance scheduling
Integrate with legacy SCADA systems and modern IoT protocols while maintaining security
Comply with Saudi SDAIA data governance requirements and prepare for international expansion
Enable Arabic-first AI interfaces while supporting multilingual operations
Design for extreme climate conditions (45°C+) with edge processing requirements
Designed and implemented a multi-layer AI platform with edge-to-cloud architecture, specialized Small Language Models for Arabic processing, and real-time analytics engine.
Built a sovereign AI architecture that keeps sensitive data within Saudi Arabia while leveraging cloud scalability for non-sensitive workloads. Deployed specialized SLMs for Arabic language processing at the edge.
Designed hybrid edge-cloud architecture meeting SDAIA data sovereignty requirements. Created unified data model for 15+ IoT protocols.
3 weeksDeployed edge computing nodes with custom SLM for Arabic NLP, optimized for 45°C+ operation. Achieved <50ms inference latency.
5 weeksImplemented real-time streaming analytics (Apache Flink) processing 50M+ events/day. Built predictive models for energy optimization.
4 weeksIntegrated with existing SCADA and BMS systems. Deployed Arabic-first dashboard with RTL support.
4 weeksIllustrative scenario: Building a production AI platform capable of processing 50M+ daily events.