Resource utilization retrieval and modification

A tangible, non-transitory, machine-readable medium storing instructions that, when executed by one or more processors, effectuate operations comprising:

• obtaining, with a computer system, a first message comprising a first value indicating a change in a resource utilization;
• obtaining, with the computer system, a sequence of previous values associated with previous resource utilizations;
• determining, with the computer system, using a neural network, based on the first value and the sequence of previous values, a predicted schedule of values for a field of a record indicating resource utilization;
• determining, with the computer system, whether a set of alert criteria is satisfied based on the predicted schedule of values;
• in response to a determination that the set of alert criteria is satisfied, sending, with the computer system, a second message to a client computing device, wherein the second message includes a user interface (UI) element;
• reducing, with the computer system and based on a determination that the set of alert criteria is satisfied, backend duplicative queries with a means for locking the field of the record to prevent database transactions, caused by the backend duplicative queries, from updating the field;
• receiving, with the computer system, a third message from the client computing device wherein the third message is a response to an interaction with the UI element;
• and
• in response to the third message created by the interaction with the UI element, unlocking, with the computer system, the field of the record to modify the field based on the first value.