Canonical Data Object = Common Data Object across the organization  to reduce costs and standardize on data definitions 

Data object are in 3 nature 

1. Independent ( Solo) Object

2. Many to Many Nature

3. One to Many Nature

Object can Enterprise level  such as CompanyBO, Domain Level i.e LoanBO or Component / Module level RepaymentBO.