"The greatest benefit of machine learning may ultimately be not what the machines learn but what we
learn by teaching them."
Machine Learning has become a high value-producing digital innovation trend in the world of business. With the growing popularity and benefits that come along with Machine Learning implementation, business organizations are increasingly relying on ML algorithms to solve otherwise expansive problems.
At Exponentia, we develop customized ML algorithms to address specific business problems. We deep dive into your requirements and craft a solution which meets your business goal, extracts maximum value from data assets, while helping generate revenue, retain customers and grow your business.
Our ML offerings have helped many BFSI and NBFC organizations improve revenue and customer retention rate through right customer segmentation, offering personalised product recommendations based on buying behaviour and interests and detecting fraud activities within the data set easily. Embark on a machine learning journey with us, and reap the benefits of the new age analytics.
Elevate business to new heights with
Machine Learning capabilities
Personalized Product Recommendations
Recommend products and services to your customers that are highly personalized and relevant. Our ML models understand your customer’s buying behaviour and suggest products/ services as relevant to the user as possible, so that the user can engage with those items increasing the revenue generation opportunities.
Customer Segmentation
Improve the effectiveness of your marketing efforts through ML-based customer segmentation. With our ML solutions, analyze customer data and discover recurring patterns and profile the best (and worst) performing customer segments automatically. These customer segments of different affinities can now be targeted/ marketed as per their characteristics.
Sentiment Analysis
Understand your customers’ hidden sentiments behind their texts with ML models. Our ML models help you analyze and predict the polarity of sentiments within a text and assimilate such knowledge into a rational judgment.
Churn Analytics
Improve your customer retention with the help of ML-based churn predictions. With our ML solutions, rely on a data-driven model that reflects how your customers really act and take all the necessary actions to engage them, retain them and avoid customer churn. Build long term relationships with your customers using our ML solutions.
Dynamic Pricing Models
Build effective pricing solutions using ML models. Our ML-backed predictive models continuously integrate new information and detect emerging trends or new demands enabling you to determine the best price for each product or service. With Dynamic pricing, price optimization and price automation enabled by ML, achieving Revenue optimization is now easier.
Financial Fraud Detection Models
Cut down on the financial frauds with ML models. Our ML models run automated transaction processing on dataset, learn from historical fraud patterns and recognize them in future transactions. This allows timely detection of potentially fraudulent activity and flags those activities for review without encountering any human error and making such detections more efficient.
Case Studies