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We have developed a Python based application that provides Data Analytics services specifically for manufacturing industry. Application receives data from diverse sources such as ERP, SCADA, IoT as well as Excel or any other written documents. Application converts all these data into a multi-page dashboard, each dedicated to a topic such as, production, energy, personnel (RTLS), SCADA readings, forklifts (RTLS), maintenance and many more depending on the specific needs of the user. Through… Show more We have developed a Python based application that provides Data Analytics services specifically for manufacturing industry. Application receives data from diverse sources such as ERP, SCADA, IoT as well as Excel or any other written documents. Application converts all these data into a multi-page dashboard, each dedicated to a topic such as, production, energy, personnel (RTLS), SCADA readings, forklifts (RTLS), maintenance and many more depending on the specific needs of the user. Through advanced and custom-made filters this dashboard enables users to review data in a dynamic and interactive fashion, thus facilitate it as a powerful tool to generate actionable insights. Application generates custom-made, on-demand daily, weekly, monthly, and quarterly activity reports, all of which can be viewed from within the dashboard and is updated in real time as filters applied by the users. Reports can also be generated with strong infographic layout such as tables, figures as well as written interpretations of dashboard graphics and downloaded as PDF documents.Application also provides a monthly Performance Analytics Assessment Report based purely on data correlations to detect patterns, anomalies and/or industry specific KPI’s using advanced statistical algorithms. Finally, working in close collaboration with client to trim down those correlations that shows strong causation only to find and focus on most valuable actionable insights, to create an immediate and solid value-adds to their productivity. There are two new features recently added to our application. Application connects to Google Cloud Console VertexAI through Python API’s and receives real-time interpretations of graphics at the dashboard, on-demand. The other is; our clients asks questions to the database in natural language, this gets converted to a SQL query and the answer immediately gets displayed as a pop-up message in the dashboard. Show less