Rolling Forecast with humen feedback using Rio and MongoDB

Hey guys, I work as a Data Scientist in the finance department of a large corporation. Currently, I am developing a rolling forecast and simulation for sales, revenue, and EBIT on a monthly basis.

One significant challenge we face is the lack of structured data from our sales department, despite having comprehensive financial and production data. For example, we often don't have clear information on whether a contract is ending or being renewed, if a new contract has been signed …

challenge data datascience data scientist face feedback finance forecast hey mongodb revenue rio sales simulation structured data work