Service integration is the management, supply & support of IT Services, so that they work effectively and support the business.
The opportunity this presents is not just to support the integration so that it operates end to end but also to provide our clients with a reliable & single source of data, which enables impactful decision on the business intelligence they receive.
Access efficient business information delivery with Pulse.
Predictive Data & Business Automation
Predictive technologies are a key enabler in the automation of business decisions. The potential benefits are not only more efficient processes, but also more effective ones. Put into production workflows, predictions can lead to vast efficiency improvements especially when consumed.
Data Mining is an analytic process designed to explore data (usually large amounts of data - typically business or market related - also known as "big data") in search of consistent patterns and/or systematic relationships between variables, and then to validate the findings by applying the detected patterns to new subsets of data. The ultimate goal of data mining is prediction - and predictive data mining is the most common type of data mining and one that has the most direct business applications.
Pulse™ explores three stages
1. The first stage starts with data preparation which may involve cleaning data, data transformations, selecting subsets of records and - in case of data sets with large numbers of variables.
2. Model building and validation. We then consider various models, choosing the best model based on predictive performance
3. The final stage involves using the BI model selected as best in the previous stage and applying it to new data in order to generate predictions or estimates of the expected outcome.
Pulse™ utilizes Data Mining to process and reveal knowledge structures that guide decisions in conditions of limited certainty.