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MECOMS is an IT solution provider specialised in the utility sector and focused on Microsoft and Azure technologies. We're investigating how artificial intelligence can help the different players in the utility market run their business processes in a more efficient way, using different techniques like machine learning and advanced chatbots. For distribution grid operators, we see interesting opportunities in the area of machine learning. We came up with the idea of using machine learning to help run the process of validation of meter readings that arrive as raw data at the IT system. Machine learning could be used to observe whether there is a consistent pattern in the reasons why meter readings run into validation errors.