Methods and apparatus, including computer program products, are provided for data pulls. In some implementations, a method may be provided which includes accessing an object to determine whether a prior pull request is at least one of an a restricted type or an unrestricted type; generating, when the prior pull request is determined to be of the unrestricted type and successful, a pull request including a time stamp obtained from the object; generating, when the prior pull request is determined to be at least one of the restricted type or unsuccessful, a pull request including at least one of a selection criteria and another time stamp obtained from the object, the other time stamp representing a prior successful pull request; sending, by a first processor, the generated pull request to a second processor having master data to obtain an update to data at the first processor.