Designing a modern data insight solution
A modern data insight platform requires capabilities for security, redundancy, fault tolerance, data operation, automation, analytics, and visualization. Here are some of the requirements for data platform modernization:
- Modernize legacy data sources.
- Secure network connectivity.
- Enable continuous observability.
- Enforce user access control management.
- Develop interoperability among data collection layers with automation.
- Automate data preparation and a secure storage layer.
- Develop a data analysis layer with AI.
- Develop data infusion and a visualization layer.
Figure 6.5 details architecture decisions on the preceding eight modern data insight solution layers.
Modernize legacy data sources
Legacy data storage deployed in on-premises locations can be replaced by cloud-based data storage, providing better operations, automation, and service management. In this section, we will discuss different...