Abstract: From a first group of records of a set of transactions, a set of common transactions is extracted. The first group is formed based on a criterion. A record corresponds to a transaction in the set of transactions. A first transaction in the set of common transactions is classified into a transaction type. From a first actor associated with the first transaction, a first role corresponding to the first transaction is determined. Using the transaction type, the first role, and the time period, a transaction template, the transaction template comprising an action item and a role corresponding to the action item are determined. Using the first transaction template, a transaction is instantiated, the instantiating generating an action request corresponding to the action item and assigning an actor to the role.