Data Done Right for AIOps With Robotic Data Automation (RDA)
If AIOps is not given the right data, you will get garbage results. Fix the AIOps data pipeline first to get meaningful results.
Robotic data automation (RDA) is a new paradigm to help automate data integration and data preparation activities involved in dealing with machine data for analytics and AI/machine learning applications. RDA is not just a framework; it also includes a set of technologies and product capabilities that help implement the DataOps/MLOps automation.
Robotic data automation (RDA) helps organizations realize value from data faster by simplifying and automating repetitive data integration, preparation and transformation activities using low-code workflows and data bots, including AI/ML-bots.
In this eBook, we will discuss the following topics:
- Why AI/ML projects fail
- Key data challenges
- What RDA is
- How RDA helps address data problems
- How RDA accelerates AIOps
- Use cases and business value