Predictive Analytics
Predict future outcomes
Predictive Models are built on historic data with the premise “the future is like the past”
Whilst many organisations work in descriptive analytics – reporting on data that reflects what has happened or is happening within their organisation, fewer have made the leap to predictive analytics. Whilst hindsight reporting gives one perspective on the past, foresight analytics gives one a view on the future that can inform one’s planning and strategy.
Model building is our Passion
All predictive analytics have one thing in common, the models are built on historic data with the premise “the future is like the past”. The models are then applied on current data to predict future outcomes. At the root of all this is reliable data, and on kicking off a project we work with your data to clean it and determine the trustworthiness of the data. Once the models are built, they need a home. Principa’s DecisionSmart enables you to deploy your predictive models.
What we offer
- Predictive Model Development
- Model Execution & Decisioning Capability
- Data Management Platform
How do we go about it?
Most predictive modelling projects are highly customised to our customer requirements. The sales engagement will clearly outline the business problem and the analytical solution envisaged along with a proposed production solution. Following a successful sales engagement, our delivery team will,
- Extract and clean your data and prepare it for analytical work
- Build the models using the chosen model technology. We work with you to determine the best modality for the business problem.
- Models need to be productionalised to gain their full value. Principa can offer various solutions to achieve this.
- See DecisionSmart for more information
