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Showing posts from September, 2018

AI in Financial Reporting

It has been a while since I posted, but I have been getting a lot of questions lately from clients and from my accounting students about the same topic:  Where does AI actually belong in the financial reporting process?  Everyone wants to know if they should be using it, and the honest answer is that it depends a lot on which part of the process you are talking about. I have been working with several clients on this over the last few months, plus I have an upcoming speaking session on AI in reporting, so I thought I would put some of these thoughts together here. For each point, I am also going to push back on myself a little, because I think that is a more useful way to think through this than just picking a side. Where AI is actually helping right now The clearest win I have seen is variance analysis. AI tools are good at scanning through a large number of GL lines and flagging the ones that look different from what history would predict. Think of a vendor payment that...

Creating a date table with a fiscal year in your Power BI data model

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There are many different articles available on Time Intelligence in Power BI.   Many new users to Power BI do not really understand the importance of having a date table in their data model.   I have spoken on this topic on many different occasions and continue to receive a lot of questions about the topic.   In this article I am going to try and cover a few tips on how to work with dates in your Power BI model. Many new users simply use the Auto Date & Time function of Power BI.   This function automatically creates a hidden date table for each field in the model with a date or date/time data type.   This function is enabled by default and it allows for slicing by Year, Quarter, Month and Day.   The problem with Auto Date and Time is that it only works with a standard calendar (Jan to Dec).   It requires a datetime column in the fact table.   It does not work with multiple fact tables and it does not support time intelligence calculatio...