An AI sub-group leveraging AI to build more resilient and effective early warning systems. The project uses advanced AI to identify and quantify populations lacking connectivity, enhancing targeted early warning capabilities and intervention strategies.
Activity Type Research/Reports/AssessmentsPolicy/Regulatory GuidanceThis AI-based tool, SIMAT, aims to strengthen the institutional capacities of public institutions and social actors in Bolivia for conflict prevention and management. It uses neural networks, predictive models, and Large Language Models (LLMs) to support contextual and narrative analysis, and offers conflict-sensitive recommendations.
Activity Type AI Tools/SolutionsTechnical assistancePolicy/Regulatory GuidanceResearch/Reports/AssessmentsA dedicated AI tool that helps UNDP Gender Seal team and external assessors to implement multi language rapid evidence-based assessments of public institutions’ performance against the standard and benchmarks of the Gender Equality Seal. Additional to the assessment, it produces questions for deepening the analysis and recommendations for improvement.
Activity Type AI Tools/Solutions
The Renewal Engine offers space for strategic, systems-based analysis, synthesis and reflection. It is a mechanism that generates development intelligence and supports better decision-making amidst uncertainty.
1. Analytical Framework: the underlying logic and conceptual structure for analyzing data and generating insights. A systems lens through which to analyze complex development challenges. The four “walls”: Proven, Patterns, Promising, and Possible.
2. Data Ecosystem: a comprehensive and dynamic information infrastructure that feeds the Renewal Engine's analytical capabilities.
3. AI Processing Engine: the computational infrastructure designed to analyze, interpret, and generate insights from the data available in the Data Ecosystem, guided by the Analytical Framework.
4. User Suite: how stakeholders engage with and utilize the engine, effectively translating the complex internal processes of the Renewal Engine into an accessible, actionable journey.