What aspect of a unified information system was particularly challenging for Panasonic?

Data redundancy issues refer to the unnecessary duplication of data within a database or information system, which can lead to various challenges such as increased storage costs, confusion due to inconsistent data, and difficulties in data management. For Panasonic, managing a unified information system means ensuring data integrity and accuracy across all departments and functions.

If data redundancy is prevalent, it can complicate the implementation of a unified information system by making it harder to maintain a single source of truth. When multiple copies of the same data exist, it can lead to discrepancies and errors, affecting decision-making processes and reducing operational efficiency. Hence, addressing data redundancy is essential for Panasonic as it transitions to a more integrated and streamlined data management approach. This focus on resolving redundancy would enable the organization to create a cohesive system that enhances productivity and promotes consistent data usage across its operations.

The other aspects mentioned, while they can pose challenges in their own right, may not have been the primary hurdle for Panasonic in this context. Addressing data security is crucial, but it typically follows after ensuring that systems and data are well-organized and maintained. Similarly, integrating new software with existing systems and managing inconsistencies in data formats are significant considerations but do not directly relate to the long-term implications of data redundancy.