A computer-implemented method includes training a cognitive engine to recognize a set of tags in customer data, where the set of tags are associated with one or more early-access programs of one or more products. A first set of customer data associated with a first instance of a first early-access program is submitted to the trained cognitive engine, where the first instance is associated with a customer and a first product. A plurality of data packets associated with the tags are received from the trained cognitive engine, responsive to the first set of customer data. The first instance of the first early-access program is reconciled based at least in part on the plurality of data packets.