Multiple Instance Levels between Two Systems Integration

When integrating two systems, numerous instance levels emerge. Each level may exhibit detectable or undetectable patterns during system development. Invisible entities sometimes appear during system integration, particularly when two systems integrate at a new instance level without explicit instructions and a performance prediction model. System designers must proactively address integration challenges by defining unique instance-level aggregations before changes occur at the current instance level. Once the integration model is established, it is crucial to reevaluate the new instance level between the two system platforms. Analyzing failures across different integration modes is crucial to maintaining the quality of output values in system integration.

A briefcase study or insufficient knowledge about system behaviors can lead to the emergence of these invisible entities during system integration. System designers must also consider two systems' local variables, cultures, system functionalities, and characteristics before system integration. Global variables are responsible for system integration at different instance levels. Optimized variables produce transparency in internal and external integration systems.