Center for Forecast and Analytics (CFA) Model Studio
Description
This tool is intended to provide streamlined infrastructure around allowing users to bring their own models or discover existing ones and evaluate them in a streamlined way. For example, users can develop their models in their local machine, containerize them and deploy them using CFA Model Studio in the platform for further experimentation, parameter exploration and registry.
Detailed example
Model Library is a tool where users can go to discover, upload, and test their various models. The outputs are typically test runs, and the ability to evaluate model performance
AI / analytics pattern
Other
Automation level / stage
b) Pilot – The use case has been deployed in a limited test or pilot capacity.
Expected benefit
This tool is intended to extend the Natice Modeling Objectives capabilities on platform to reduce the effort and burden around bringing models on platform and especially allow for R based models for fine evaluation. Additionally, adds flexibility for users to utilize their preferred modelling language and tools
Controls / human review
ATO: Yes; PIA: Not published