Prescriptive analytics
ITbots can support and provide prescriptive analytics, which is a type of data analytics that uses data, statistical algorithms, and machine learning techniques to provide recommendations on what actions to take to achieve a desired outcome. It goes beyond descriptive analytics (which focuses on what has happened) and predictive analytics (which focuses on what is likely to happen) by recommending specific actions to take.
This includes the following services:
-
- Identifying the client’s business objectives, data sources, and desired outcomes to determine if prescriptive analytics is appropriate and what specific business problems it can solve.
- Collecting and processing relevant data from various sources, ensuring data quality, and organizing it for use in prescriptive analytics.
- Designing and implementing prescriptive analytics models to generate recommendations for specific business problems.
- Testing the effectiveness and accuracy of the prescriptive analytics models against historical data and other relevant benchmarks.
- Deploying the prescriptive analytics models into the client’s existing systems and processes and providing guidance on using the recommendations generated by the models.
- Providing ongoing support ensures that the prescriptive analytics models perform effectively and remain relevant over time.
