Internal challenges

Broadly, these challenges can be classified into the ongoing issues cities have in managing their data resource, including a focus on internal challenges, and in working with partners, citizens and other cities, such as:

pageKnowhow and awareness: strategic directionpageSkills: both deep and broad-basedpageInfrastructurepageCyclical management processes (data maturity)pageAnalysis and insights capacitypageProcurementpageLegal, financial and commercial capability