The analysis of call center log data presents opportunities for pharmaceutical companies to improve operations along several fronts, including administrative services, adverse event monitoring and reporting, and product quality control. Recently, Melax Tech worked with a major pharmaceutical company to demonstrate the value that an AI-assisted analysis of their call center records could provide. Traditional call center systems are focused on note-taking and the performance of call center staff. To glean deeper insights into the data, systems supporting logical inference, such as those that can be constructed with Artificial Intelligence and Natural Language Processing (NLP), are required.
To conduct the call center analysis, we analyzed tens of thousands of notes collected from the customer call center support system. Our experienced team of NLP and machine learning scientists reviewed the data and created an AI-assisted classification system for the data. We were consequently able to capture a rich set of variables, including topic category, geolocation, timestamps, the reporter's occupation (the person seeking help from the call center), and so forth.
The resulting data demonstrated major opportunities to improve:
Product quality control
Call center operations
Fraud detection
Improved data collection and reporting
Medication shipment improvement
Consequently, we developed interactive dashboards, such as the one shown below, to support management in improving these areas.
Figure 1: Interactive dashboard with data filtering options to visualize the call center distributions using a geo heat map, number of records using a line graph, and requester types using bar graphs.
The Melax Tech team was able to conduct this analysis because of our strong background in clinical NLP and AI, as well as our senior-level analysts who are familiar with all facets of the life sciences and pharmaceutical industry.
In conclusion, if you're looking to gain deeper insights from your text-based data, Melax Tech's team of experienced software engineers, NLP and AI scientists, and analysts are here to help. By leveraging our expertise, we can provide valuable insights and drive innovation in your organization. Don't hesitate to reach out and request a demo today to see how our AI-powered solutions can benefit your business.
