This is an identification number. You need it when conducting cross-border business and have to deal with Customs, for example when filing customs declarations.
The EORI number allows for the more rapid exchange of data within the EU, raising efficiency both for Customs and for you.
You require an EORI number when filing a customs declaration or applying for an authorisation. You also require an EORI number when having the customs declarations submitted on your behalf.