Artificial Intelligence
AI for efficiency, profitability and sustenance
Overview
AI has tremendous potential and the power to transform the telecom industry. As business operations become more complex and the pressure on margins and efficiency continues to rise, telcos are aggressively investing in AI to unlock benefits in the short and long term. Today, AI has a play in multiple areas spanning across optimization, revenue enhancement, and customer experience.
Our expertise
AI has tremendous potential and the power to transform the telecom industry. As business operations become more complex, and the pressure on margins and efficiency continue to rise, telcos are aggressively investing on AI to unlock benefits in the short and long term. Today, AI has a play in multiple areas spanning across optimization, revenue enhancement, and customer experience.
Strong test control framework
Proprietary high performing algorithms
Scientific man-machine construct
Domain-specific AI
Robust feature synthesis module
Last optimization for incremental accuracy and performance
Our expertise
Proprietary high performing algorithms
Scientific man-machine construct
Strong test control framework
Robust feature synthesis module
Last optimization for incremental accuracy and performance
Domain-specific AI
AI for planning
Subex leverages AI to help telcos in accurate forecasting of network growth in terms of traffic, users, and utilization. With the ability to analyze data from multiple sources, this practice leads to much greater accuracy than traditional network monitoring tools. It also enables modeling of different scenarios to determine how the network can be impacted in different scenarios.

AI for securing your business
Subex leverages modern machine learning and deep learning algorithms like LSTM, Generative Adversarial Networks, Capsule Network, elastic net, etc. to detect and prevent fraud in the network. This has a wide-spanning influence from reducing false positives to helping in mining root cause analysis to creating enhanced customer experience.

AI to assure profitability
Subex has established a wide range of use cases for the application of AI to assure profitability of the telco business. It extends all the way from Product Profitability to Margin Assurance to Contract Assurance and helps telcos roll out and sustain profitable offerings.

AI to help you grow
With the application of AI in areas like Anomaly Detection, Subex enables telcos to roll out new services profitably. The ability to discover hiddern patterns and trends in data gives telcos the power to assess the impact of business incidents before they become sizeable.

Contribution to the community

At Subex, not only are we focused on building futuristic solutions to industry problems, but are equally committed to contributing back to the Open Source community. In this endeavor, we have created multiple Open Source python libraries that are available for download.

Dominance Analysis
This library is a work in the area of ‘Explainable AI.’ This package can be used for dominance analysis or Shapley Value Regression for finding relative importance of predictors on a given dataset.
Exploripy
A library for Pre-Modelling analysis of the data, by doing various exploratory data analyses and Statistical Test automatically
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