Change-reason functionality is imparted to an existing records management system by providing a software layer that monitors manipulation requests to one or more data fields of the existing records management system; detecting a manipulation request using the software layer; presenting a notification to a user that a change-reason is required for the proposed manipulation request; and in the event that the user has provided the change-reason, selectively updating the one or more data fields.
The present invention relates to logistics communication flow systems and methods. The method comprises receiving at least one capacity dataset, at least one demand dataset, and at least one conditions dataset and configuring a decision making algorithm based on the at least one capacity dataset, the at least one demand dataset, the at least one conditions dataset. The method further comprises determining at least one prediction data based on the configured decision making algorithm using an artificial intelligence (AI) block, wherein the prediction data corresponds to an on-time prediction, an in-budget prediction, a loss prediction, a contract conversion prediction, a demand volatility prediction, a sustainability prediction and a happiness prediction.
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