Systems and methods for dynamic aggregation of data and minimization of data loss

A computer-implemented system for dynamic aggregation of data and minimization of data loss, the system comprising:

• a memory storing instructions;
• and
• at least one processor configured to execute the instructions for:
• collecting a first set of data at a first time point from a plurality of networked systems, the first set of data comprising data associated with a first period of time;
• collecting a second set of data at the first time point from the networked systems, the second set of data comprising data associated with a second period of time;
• retrieving one or more data transformation rules corresponding to the first set of data;
• and
• merging the first set of data and the second set of data with a pre-existing set of data based on the first period of time and the second period of time.

A computer-implemented method for dynamic aggregation of data and minimization of data loss, the method comprising:

• collecting a first set of data at a first time point from the networked systems, the first set of data comprising data associated with a first period of time;
• collecting a second set of data at the first time point from the networked systems, the second set of data comprising data associated with a second period of time;
• retrieving one or more data transformation rules corresponding to the first set of data;
• and
• merging the first set of data and the second set of data with a pre-existing set of data based on the first period of time and the second period of time.

A computer-implemented system for dynamic aggregation of data and minimization of data loss, the system comprising:

• a memory storing instructions;
• and
• at least one processor configured to execute the instructions for:
• transmitting a data request to a plurality of networked systems at a predetermined interval;
• receiving a first set of data at a first time point from a first subset of networked systems, the first subset of networked systems having a first set of corresponding timestamps from an immediately preceding time point, and the first set of data comprising data associated with a period of time between the immediately preceding time point and the first time point;
• receiving a second set of data at the first time point from a second subset of networked systems, the second subset of networked systems having a second set of corresponding timestamps from a second time point older than the immediately preceding time point, and the second set of data comprising data associated with a period between the second time point and the first time point;
• merging the first and second sets of data with a pre-existing set of data based on the first and second sets of corresponding timestamps;
• and
• updating the first and second sets of corresponding timestamps based on the first time point.