Analytics for Enterprise Intelligent Automation and Auto Decisions
Predictive analytics and Machine learning is an integral part of Enterprise Intelligent automation. Predictive Analytic models are used to orchestrate and transform the data towards business insight and decision point. Predictive Analytic platform often work with Business Rule Engine (BRE) and Digital Assistance platforms.
Predictive analytic platform receives data from various sources like business application, data warehouse, big data management platforms like Hadoop, etc. Machine Learning tool works between the analytic model and the blended source data inputs, to automatically adopt changes/additions in parameters, values, attributes, etc. in order to achieve system self-learning and AI capability.
OMFYS provides implementation and support services for Predictive analytic modelling using ‘R’ and Python technologies. Also, we provide services and support for implementing and managing server infrastructure environment for predictive analytic platform, on premise, cloud or Hybrid.
Common Use Cases
Some common business challenges where Predictive Analytics are used:
- Employee Life Cycle and Retention Analysis.
- Fraud analysis.
- Reduce inventory carry costs.
- Market basket analysis.
- Risk analysis.
- Many more …..
