Dynamically providing real-time configuration of data research control limits

A method comprising:

• at a computing platform comprising at least one processor, a communication interface, and memory:
• outputting, using two or more sub-models of a control limit prediction model and based on formatted historical data, model specific predicted control limits;
• weighting, using an ensemble model of the control limit prediction model, the outputs from the two or more sub-models to produce overall predicted control limits based on analysis performed by each of the two or more sub-models;
• adjusting existing control limits based on the overall predicted control limits to create actual control limits;
• identifying, using an upper control limit of the actual control limits, a lower control limit of the actual control limits and real time data, a deviation score for the real time data;
• and
• based on detecting that the deviation score breaches the actual control limits, sending one or more commands directing an enterprise user device to display an indication of the breach, wherein sending the one or more commands directing the enterprise user device to display the indication of the breach causes the enterprise user device to display the indication of the breach.

One or more non-transitory computer-readable media storing instructions that, when executed by a computing platform comprising at least one processor, a communication interface, and memory, cause the computing platform to:

• output, using two or more sub-models of a control limit prediction model and based on formatted historical data, model specific predicted control limits;
• weight, using an ensemble model of the control limit prediction model, the outputs from the two or more sub-models to produce overall predicted control limits based on analysis performed by each of the two or more sub-models;
• adjust existing control limits based on the overall predicted control limits to create actual control limits;
• identify, using an upper control limit of the actual control limits, a lower control limit of the actual control limits, and real time data, a deviation score for the real time data;
• and
• based on detecting that the deviation score breaches the actual control limits, send one or more commands directing an enterprise user device to display an indication of the breach, wherein sending the one or more commands directing the enterprise user device to display the indication of the breach causes the enterprise user device to display the indication of the breach.