Ada: An AI business intelligence software from CSV and Excel(yes LLMs but more) (github.com)

ADA, an open-source AI business intelligence software, has launched, enabling users to analyze business data from CSV and Excel files effortlessly. By simply uploading a spreadsheet, ADA automatically cleans the data, infers business metrics, and generates an interactive Plotly dashboard that highlights trends, anomalies, and forecasts. Users can ask questions in plain English, and ADA not only provides answers backed by precise calculations but also recommends further investigations based on data analysis. This innovation is significant for the AI/ML community as it bridges the gap between complex analytics tools and non-technical users, facilitating access to critical business insights without the need for extensive setup or configuration. ADA's architecture features multiple layers, including deterministic calculations and an optional AI query planner, ensuring transparency and trustworthiness in its recommendations. Crucially, data privacy is maintained, as no user data leaves the local machine, making ADA a powerful tool for operators seeking reliable analytics without compromising security or requiring advanced technical skills.