We offer a set of predefined and validated predictive models that apply machine learning techniques to real business data. They are designed to be activated quickly, focusing on specific use cases relevant to key areas such as Finance, Marketing/Sales, and Human Resources.


The goal is to help you anticipate critical decisions without technical complications, delivering fast results that are understandable to business teams.
 

Benefits

Forecast behaviours, demand changes, or deviations in advance

Optimise planning, resource allocation, and decision-making

Automate data-driven recommendations and reduce uncertainty

Increase the impact of every action with context-aware intelligence

Applications by Business Area

Stronger planning, early visibility of risks, and greater control over profitability

  • Revenue and expense forecasting, and budget deviation analysis
  • Customer risk analysis
  • Propensity to default
  • Anomaly detection

More effective actions, smarter personalisation, and improved conversion

  • Customer segmentation
  • Propensity to convert or churn
  • Lead scoring and prioritisation

Better talent management, reduced turnover, and more informed decision-making

  • Attrition prediction
  • Identification of key talent or flight risk
  • Engagement and organisational climate analysis
  • Talent–role fit models
  • Understand your Employee Lifetime Value

Scope of our services

  1. We understand and prepare your data with our team of specialists
  2. We train and optimise the model
  3. We visualise the insights in dashboards that are ready to share and act upon
  4. We define options for production deployment

Contact RSM

Get in touch with us and discover what you can anticipate before it happens.

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