Leveraging AI Solutions to Predict Mobile Network Incidents With 80% Accuracy
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June 11, 2024
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A Japanese conglomerate engaged FTI Consulting to assist in the development of an AI-driven proof-of-concept capable of predicting incidents across a South African mobile network.
Our Impact
- FTI Consulting delivered an advanced AI solution capable of predicting incidents up to three days in advance with 80% accuracy, helping to prevent major problems across the network.
- Our cutting-edge AI model made predictions at least 10% more accurate than competing solutions.
- Following the engagement, the conglomerate presented a comprehensive report of the proof-of-concept and its findings to the South African network.
Our Role
- FTI Consulting was engaged to identify and correct potentially fatal mistakes in the data processing methods used in the conglomerate’s extract, transform and load (“ETL”) phase.
- Our team helped develop novel AI approaches and model features, including new temporal and geographical parameters critical to the solution’s efficacy.
- Our team identified a key data source with the potential to drive a significant increase in performance.
Published
June 11, 2024
Key Contacts
Senior Managing Director, Global Head of Data Science
Managing Director
Senior Director