SAMA

Data Science & Machine Learning

Discover the Most Sought-After Solutions

Improve Your Business Performance and Work Less

Churn Prediction

We conduct a thorough analysis and modeling of customer churn risk using historical information.
Our approach allows you to identify patterns and early warning signs, giving you the tools needed to proactively intervene and retain your most valuable customers.

Prospective Customer Analysis

Efficiently prioritize your resources.

Improve customer conversion, align marketing and sales.

Effectively segment and increase your return on investment.

Customer Activation

Identify your active and inactive customers to create reactivation plans.

Automate the process and increase your sales.

AI

Demand Prediction

Using your business data and other complementary data, we generate Machine Learning models to predict sales and future scenarios.

Optimize your stock turnover, reduce costs.

AI Integration

Loyalty Program Optimization

Selection of optimal content, timing, and channels for each customer, in order to maximize the profitability of each interaction.

AI Integration

Customer Segmentation

Identification of various customer segments to implement the most effective strategies for conversion, upselling, and cross-selling in each group.

AI Integration

Product Recommendation

We identify the products with the highest probability of being purchased to recommend them as substitute or complementary alternatives.

AI Integration

Customer Acquisition Cost (CAC) Optimization

Implementation of customer acquisition campaigns using data-driven strategies to reduce and optimize acquisition costs.

AI Integration

Advertising Return Measurement

We evaluate return on investment (ROI) and return on advertising spend (ROAS). Our analyses provide you with a detailed understanding of the effectiveness of your campaigns, allowing you to optimize your strategies and maximize the results of each advertising investment.

AI Integration

Detection of Saturation in Advertising Channels

Our approach allows you to understand when and how each channel reaches its saturation point, thus optimizing your advertising budget allocation to maximize impact and avoid unnecessary wear.

Looking for Another Service?

Contact us and let us help you find exactly what you need. Discover how we can turn your questions into valuable insights and convert your data into strategic decisions that drive growth and innovation in your company.