If all these systems had standardized on the same data formats, and had clean and complete data, it would be much easier to unify data from them for analytics and operational use cases. Unfortunately that is not the case.
The reality is that companies have on average 400 disparate data sources with varying formats, the amount of data businesses need to manage is growing 63% per month, and McKinsey predicts that by 2025 data will be embedded in every decision, interaction and process.
As a data practitioner, you need to work through the challenge of keeping up with a constantly accelerating growth of distributed and diverse data sources so the business can get the most from all of its data.
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