At least one ALM artifact, indexed by a unified data store, that does not comply with at least one process convention can be identified. Responsive to identifying the ALM artifact, indexed by the unified data store, that does not comply with the process convention, a determination can be made by a process convention agent executed by a processor as to whether script code is available to update the ALM artifact to comply with the process convention. Responsive to the process convention agent determining that script code is available to update the ALM artifact to comply with the process convention, the process convention agent can automatically execute the script code to update the ALM artifact to comply with the process convention.