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Our Services

01.
MOSAIC I
Integrated Urban Model MOSAIC I develops multi-level urban socio-economic resilience framework supplemented with urban system abstraction hierarchy (USAH).
02.
MOSAIC II
Stakeholder Analysis MOSAIC II systematically identifies, researches, classifies, and engages all stakeholders in urban resilience, including the public sector, NGOs, private sector, and community-based organizations.
03.
MOSAIC III
Graph Database MOSAIC III is about using this information to start building up a data infrastructure that can help to model the complex interlinkages between socio-economic systems, stakeholders, and urban resilience indicators.
04.
MOSAIC IV
Complex Network Analysis MOSAIC IV applies Complex Network Analysis (CNA) to map, quantify, and analyze the resilience of urban systems. The analysis identifies critical structural vulnerabilities and interdependencies in socio-economic networks.
05.
MOSAIC V
AI-Guided Capacity Development Dashboard MOSAIC V uses expert knowledge and the graph databases from Mosaics III and IV to develop an AI decisionsupport system for urban resilience planning.
06.
MOSAIC VI
Constraint-Aware Simulation & RL Policy Engine Mosaic VI deploys a dynamic simulation engine coupled with reinforcement learning agents to experimentally optimize policy packages under strict budget and constraint limits.