Abstract: In some aspects, the techniques described herein relate to a method including: receiving ambiguous data at an interface of a matching platform; persisting the ambiguous data to a receiving data store of a matching platform; providing the ambiguous data as input to a matching engine; matching, by the matching engine, the ambiguous data to data in a production data store; retrieving, by the matching engine, a source identifier associated with the data in the production data store; and providing the source identifier to a user device in operative communication with the matching platform.

Abstract: A system configured to: determine an optimal migration cache size; interface with a source database; index each respective entry from among the plurality of database record entries based on their respective database record entry dates; respectively prioritize each entry from among the plurality of database record entries for migration based on their plurality of respective database record entry dates and sizes; queue a queue of unmigrated database record entries for migration based on each respective prioritization; initiate a migration of each respective entry from among the queue of unmigrated database record entries; monitor a respective progress of the migration of each respective entry from among the queue; and provide a status of the respective progress of the migration of each respective entry from among the plurality of database record entries.

Abstract: Methods for a metadata driven application programming interface (API) creation service are disclosed. In one embodiment, a computer-implemented method may include: (1) generating, by an API service application program, a query including request data received in an API request, (2) determining, by the API service application program and based on the request data, a target database associated with the API request, (3) executing, by the API service application, the query on the target database to retrieve a result including a target dataset, the target dataset including target metadata, (4) mapping, by the API service application program, the target metadata to format data compatible with program code for building an API responsive to the API request, and (5) creating, by the API service application program and utilizing the program code, the API based on the formatted target metadata.

Abstract: In some aspects, the techniques described herein relate to a method including: receiving ambiguous data at an interface of a matching platform; persisting the ambiguous data to a receiving data store of a matching platform; providing the ambiguous data as input to a matching engine; matching, by the matching engine, the ambiguous data to data in a production data store; retrieving, by the matching engine, a source identifier associated with the data in the production data store; and providing the source identifier to a user device in operative communication with the matching platform.

Abstract: An embodiment of the present invention is directed to an automated migration tool. A system that implements an automated migration tool comprises: a memory component; an interactive web-based interface; and an application server configured to perform the steps comprising: submit a request for source code migration from a source platform to a target platform; schedule the migration for a time period; upon approval of the migration for the time period, identify the source code and associated metadata for migration, wherein the metadata comprises history data, code reviews and permissions; execute the migration of the source code and the associated metadata from the source platform to the target platform; and perform validation of the migration.