Long running computer implemented processes are dynamically adapted to improve data consistency. A range of process steps in a long running computer implemented process is specified. Additionally, each of the computer-implemented process partners that are associated with the execution of the long running process are identified within the range of specified process steps. Monitoring information is also collected with regard to at least one identified process partner. An automatic determination is made as to whether each monitored process partner is available before initiating execution of the specified range of process steps in an instance of the long running computer implemented process and a flow of the long running computer implemented process is transformed based at least in part upon the determination as to whether each monitored process partner is available.