Data integrity plays a crucial role in keeping the data complete, accurate, secure and structured to ensure that data remains consistent and trustworthy. Inaccurate or incomplete data can lead to flawed data analyses creating blind spots that can cause decision makers to overlook the situation leading to incomplete understanding and poor decision making. Maintaining data integrity helps in ensuring that the information is reliable based on which decisions are made.
Data Integrity Challenges:
Inconsistent data can lead to poor decision making which can ultimately affect the performance of the organization. So, it becomes necessary for the organization to understand the causes of data inconsistencies like manual data processing errors, inconsistent data formatting, system integration problems, poor data management practices, and security measures etc., Dataplatr as a looker partner helps in addressing these issues by tracking data lineage and provenance analysis which is crucial for ensuring data integrity for efficient decision making.
Data Tracking Solutions:
Dataplatr as a looker consulting partner utilize our expertise in data provenance analysis which helps us to understand the origin of data, the processing it has undergone and who has accessed the data. Tracking Data lineage helps in tracking the flow of data through systems starting right from the source of data, the transformation it undergoes, its data dependencies and data storage. The tracking and analysis of data helps us to address Data integrity issues like data duplication, inaccuracies and incompleteness.
Role of Dataplatr & Looker:
Dataplatr with its Looker partnership enables the clients to utilize the business intelligence capability of Looker to explore and visualize the data. Looker leverages the data lineage and provenance capability of Dataplatr to identify potential issues & discrepancies through tracking lineage and monitor accountability & responsibility using provenance analysis leading to enhanced reporting accuracy.
By partnering with Dataplatr businesses can benefit by combining our lineage tracking capabilities with Looker’s powerful visualization tools which allows organizations to ensure that high levels of data integrity are maintained to drive better business outcomes.