We created a rag based data analysis system to process Eduzmnena’s data flows, and measure their change. The tool is made to be accessible through natural language queries and provides accurate information for minimal processing time and cost. This solution will assist Eduzmnena in achieving better impact through reflection and self-evaluation. The versatility of the tool and its data-agnostic approach enables it to be applicable to the analysis of the impact of other educational institutions, and other more diverse environments.