Projects & Case Studies
Real-world AI-powered urban intelligence deployments across Malaysia — from agentic AI copilots to supply chain control towers.
MD Analytics AI Copilot
CitySage enhanced MD Analytics 2.0 with the CitySage AI Copilot, a bilingual conversational agent built with LLMs, RAG, and hybrid connectors. It delivers fast, natural Q&A over KPIs, dashboards, and maps across eight urban use cases, significantly accelerating time-to-insight for city councils.
KLUO RoadSense
CitySage collaborated with Map2U to advance an Urban Observatory for a Klang Valley city council. Two AI solutions were delivered: a 3D AI Digital Twin for city planning and analytics, and a Road Asset AI Model for automated road asset detection and defect classification such as potholes.
MUO — NSCP 2.0 Smart City Platform
As Map2U's strategic AI partner, CitySage is building the Agentic AI layer for MUO/NSCP 2.0, Malaysia's national smart city data backbone. Digital workers automate key workflows including Smart City ratings and reporting, supporting ministries, state agencies, and local authorities with scalable, intelligent operations.
JUPEM — MyCartoGo Enhancements
CitySage is developing next-generation AI capabilities for MyCartoGo's Tourism, Activity, and Topography modules. The scope includes multilingual travel copilots, AR-assisted guidance, smart activity insights, and predictive route planning, elevating user experience for tourists, residents, and outdoor communities.
SCOUT — JCorp Supply Chain Control Tower
SCOUT (Supply Chain Optimization & Unified Tech) is an Agentic AI-powered logistics control tower designed for Johor Corporation's diverse business verticals. CitySage delivered the consulting and operational mockup showcasing real-time visibility, exception management, and unified supply chain optimization across Agribusiness, Healthcare, F&B, and Real Estate domains.