How can I use SysML v1/v2 interconnections in MBSE models to link sensor data and automate failure detection?

I’m working on a framework where the interconnections in SysML diagrams (IBDs, BDDs, etc.) aren’t just static representations but actively tie into data streams. The idea is to leverage the relationships between components in the model to guide how real-world sensor data is processed, correlated, and analyzed for potential issues.

I know AI/ML would likely play a role in analyzing patterns, but my main question is: how do I practically implement this in SysML (v1 or v2)? Are there established approaches or toolchains for integrating live or historical data into MBSE models and making use of the defined connections? Or is this something that needs a custom code layer built on top of the model to interpret relationships?

Any experiences, references, or practical advice would be really helpful!