We, the data specialists, can do amazing things that rarely arrive at production level. It is like we have been unfinished as a workforce. To put a clear example, Gartner claims that 87% of Artificial Intelligence initiatives (AI Apps) fail. But why? Well, there is at least one main root cause: dependencies that can block forever an initiative, in particular with IT teams.

One of the most crucial ways a data specialist helps companies is through data analytics applications and data products that can be consumed by the right people. This could mean thousands of users and it is the case often. Plotly says that 40% of their cloud service users want to share their apps with their clients, not only with fellows, and this is an industry problem!

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