InsightBoard is an open-source, flexible, and locally deployable tool designed to address the challenges of data integration, error identification and cleaning, harmonization, visualization and report generation during infectious disease outbreaks. InsightBoard aims to address a critical challenge in outbreak response, where public health professionals rely on heterogeneous data sources to inform decision-making, by offering an AI-powered solution that is scalable, adaptable to multiple diseases, and capable of processing data from diverse formats into a target schema.