receiving, by one or more processors, a deployment log comprising a deployment error indicating a failure to deploy a software product comprising a software configuration at a computing device comprising a computing device configuration;

processing, by the one or more processors, the deployment error to determine a pattern of the deployment error;

determining, by the one or more processors, a match between the deployment error and a past deployment error based on the pattern of the deployment error and a frequency of occurrence of the pattern of the deployment error within a set interval of time;

providing, by the one or more processors, an output indicating a solution for the deployment error based on the match between the deployment error and the past deployment error; and

implementing, by the one or more processors, the solution for the deployment error by modifying the software configuration or the computing device configuration.