uncovering the value of your data
A methodology to overcome blockers for discovering the value of data while protecting privacy. DPella offers expert guidance to help organizations explore and discover the value of their data while safeguarding privacy. DPella's Data Privacy Discovery Journey is a structured five-step methodology that transforms data into a strategic asset.
Focusing
The journey starts by identifying privacy-preserving data insights that add value to an organisation. This value can manifest as new revenue streams, cost savings, innovative data products, and more. This phase can start in one of two ways: examining existing data to uncover business-relevant insights, or identifying key business questions and then sourcing the necessary data to address them.
Harmonizing
After identifying the necessary analytics, the DPella team focuses on harmonizing the data to extract valuable insights. This process involves unifying data fields, formats, dimensions, and columns to create a coherent, analysis-ready dataset.
Analyzing
With the harmonized data loaded into DPella’s privacy tool, this stage involves coding and executing the identified analytics to generate insights that can lead to actionable business opportunities.
Validating
This stage focuses on evaluating the business utility and technical privacy guarantees provided by DPella’s methods. Since privacy protection can impact the accuracy of the results, this phase ensures that the insights are both reliable and privacy-protected.
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Documenting
The last stage compiles the results into a comprehensive document. This document will include detailed insights from the Data Privacy Discovery Journey, highlighting key findings and opportunities identified throughout the process.