Your decisions will be supported
by your data.
Our Data Science Factory offers an expert service, fully configurable to your needs, performing both the exploration and descriptive analysis of data, and the creation and validation of predictive models, based on statistical techniques and machine learning to add intelligence to data.
Once done, you can process the data and visualize the results in real time, without waiting for night batch processes.
IN YOUR DATA
We will analyze your data to discover:
– Peaks and valleys
– Correlations between variables
– Patterns in the data
– Anomalous behavior
– Inadequate use of resources
BUSINESS PREDICTIONS AND RECOMMENDATIONS
We will perform the predictive analysis of the data by selecting the most appropriate algorithm to separate the signal from the noise, and adjust the prediction as much as possible, using:
– Temporal series
– Text analysis and classification
– Machine Learning models (regression, decomposition into main components, clustering, decision trees, random forests …)
– Neural networks
All this will be based on techniques of cross validation, boosting, ensembling, etc … and validated, among other things, by waste analysis.
PRESCRIPTION AND OPTIMIZATION
After the descriptive analysis of the data and the predictive analysis, we will approach the prescriptive analysis to make recommendations on, for example:
– Correct sizing of resources
– Reassignment of resources
– Correction of commercial campaigns
– Adaptation of marketing messages
– Adjustment of sale prices