[aarondia]

From the blog:

> In a typical scenario, the customer success team who is in charge of this activity has to work back and forth with the customer. The customer has to resolve manual (unintended) errors.

+ 100. This is even the case when analysts are working with datasets that are created by their colleagues at the same company. Since most companies don't have clear standards for column header labelling, etc. getting a new dataset and incorporating it into an existing workflow requires collaboration with others from inside your company.

[yosai]

Thanks for resonating the problem statement.Yes internal teams also face the issue.You Reply on the other team to clean the data.YoBulk is automating this workflow where both data donor and receiver solve the data errors in a much collaborative way.