Data validation in Corporate Performance Management (CPM) software involves creating rules that ensure valid and standard inputs are entered into all cells within a dataset. These rules validate each cell level input against predefined parameters or checks, ensuring regularities, maintaining data integrity, and reducing the chance of errors or inconsistencies in the data.
Scenario: An international financial firm uses planning software to run their monthly rolling forecast process. The department heads are required to enter in data when prior month expenses fall outside an expected tolerance.
Solution: Implementing cell level input validation rules on their prior month expense reporting is configured to require the department heads to justify expenses that fall outside of a mandated range. The system will not allow them to move forward until justification is provided.
Cell level data validation and rules can be used well beyond the sample above. Consider other scenarios, like not allowing the users to insert expenses beyond a set budget. That may be useful for capping grant spending in a non-profit.
This functionality can be simple, such as making sure a field isn't left blank, or contain rules. Some products offer neither of these, while others include sophisticated validation tools that require consulting to setup. The offerings are broad. If this is important to you, dig into your specific use cases with the vendor.