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L
lucal2966
June 7, 2023
Question

Can Appian integrate MLOps tools or provide MLOps tools for AI?

  • June 7, 2023
  • 5 replies
  • 0 views

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?

5 replies

mathieud0001
mathieud0001
June 7, 2023

If it has an API, Appian can probably connect to it.

stefanhelzle0001
stefanhelzle0001
June 8, 2023

What exactly do you mean with "manage lifecycle of AI Appian's Smart Services"?

L
lucal2966Author
June 8, 2023

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

 

mathieud0001
mathieud0001
June 8, 2023

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)

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