In our system, we need to use an MLOps tool for monitor and manage lifecycle of AI Appian's Smart Services.
Can Appian provide Legacy or Third-party MLOps Tool Integration?
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If it has an API, Appian can probably connect to it.
What exactly do you mean with "manage lifecycle of AI Appian's Smart Services"?
I mean managing of model training and deployment through different environments (develop, stage, production) and then monitoring performance based on specific company's KPI.
About model management, there's nothing in the documentation.
1. Is there a tool that can support deployment through different Appian environments (ML Operations)
2. Is it possible to associate model with some tool to ensure a model versioning system?
About performarce, I found this in the documentation
https://docs.appian.com/suite/help/23.2/evaluate-ai.html
3. Considering also out-of-the-box tools, is there a suggested tool to get more detailed information about model?
Thx
The link you just showed is for monitoring the model performance of the AI skill (doc classification and extraction + email classification).
I don't think you can use external tools to control or monitor the AI skills in Appian. (if that's your question, I'm still not sure)
I think it is important to understand that Appian did not include your "traditional" general purpose AI stack into Appian, but added certain capabilities to support very specific use cases.
For more details, I suggest to contact Appian.