MACHINE LEARNING

Leap ahead with our ML solutions

Case Studies

Optimizing operations & improving customer satisfaction with ML interventions

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Collection efficiency improvement for a leading bank

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"The greatest benefit of machine learning may ultimately be not what the machines learn but what we learn by teaching them."

- Pedro Domingos, Author of The Master Algorithm

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.

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Case Studies

REAL ESTATE
Optimizing operations & improving customer satisfaction with ML interventions

Business Objective


Learn how we helped a leading real estate optimize their operations and improve customer satisfaction with ML interventions.

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Banking
Collection efficiency improvement for a leading Bank

Business Objective


Learn how we helped a growing bank improve collection efficiency of each agent on a daily basis in a cost effective manner.

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Banking
Reducing Customer churn for a leading securities company

Business Objective


Learn how we helped a leading securities company improve customer satisfaction and reduce customer churn through analytics

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Banking
Boosting sales performance by revamping customer service and improving customer retention

Business Objective


Learn how we helped a leading financial organization improve customer service, reduce customer churn and improve sales performance.

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Case Studies

Blogs

Recommendation engine for life insurance


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Augmented Intelligence*- accelerating data to decisions

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  Predictive analytics for life insurance  

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Get in touch with us

Feel free to reach us at:

Email:

engage@exponentia.ai

Let's Talk:

022 25781086