Software projects and Product Lifecycle Management become more and more complex which makes them more and more harder to Manage. And the longer a project grows the more legacy data piles up nobody knows weather it’s used or not. In product management such problems are called technical debtm.

The core problem is missing data annotation. When dealing with software artifacts or documents they can only be interpreted by the stakeholder. Thus it Is the most important thing when you want to ease a production pipeline management that your data can be understood semantically by the machine