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Data is mostly not fit for use outside of the scope of the transactional systems in which it lies.
IT has business requirements just like any other part of the company.
Data is messy, tacit knowledge of existing data requirements of existing systems is key to maximise insights gained from the data.
Without good quality data you'll only make poor data-informed decisions.
DROP DATABASE proddb;
https://imgs.xkcd.com/comics/exploits_of_a_mom.png
Where their data lives and how to access it
Coach
This
Data governance, most viable product, garbage in garbage out.
Where bodies are buried
Basic terminology. 😏
Understand how their business makes money and how each dept and team contributes to that.