Supported Integrations

ModelOp Center provides a number of out-of-the-box integrations for both installation of ModelOp Center, as well as for model-specific integrations and enterprise-IT integrations. Please see below for the current list of validated integrations. ModelOp continually evaluates and adds integrations based on the needs of our Customers and of the market.

ModelOp Center - Validated Installation Integrations

Validated Environments for ModelOp Center Installation

ModelOp Center is a docker-native application that can be installed within any of the following Orchestrators:

• Openshift

• Kubernetes (UCP, Rancher, etc.)

• AWS EKS

• Azure AKS

• GCP GKE

Validated Backing Data Stores for ModelOp Center Installation

ModelOp Center requires both a MongoDB backing data store AND an RDBMS backing data store. The following are the validated data stores required for ModelOp Center installation:

• Mongo:

  • MongoDB

• RDBMS:

  • PostgreSQL 9.4 / 9.6 / 10 / 11 / 12

  • Microsoft SQL Server 2012/2014/2016/2017

Validated Model-Specific Integrations

Model Languages / Frameworks

ModelOp Center can support Business models that are built in the following languages/frameworks:

• Python

• R

• Java

• Scala

• C

• C++

• PMML

• PFA

• ScikitLearn

• Tensorflow

• Keras

• Pytorch

• XGBoost

• Spark

• SageMaker

• SAS (model inventory entry only)

• Jupyter

• RStudio

Model Data Sources

ModelOp Center can support Business models that integrate with the following enterprise data stores:

• Snowflake

• Kafka

• S3

• Azure Blob Store

• SQL Server (on-prem and Azure-based)

• PostgreSQL

• MySQL

• IBM DB2

Validated Shared IT Service Integrations

ModelOp Center supports the following integrations with core enterprise systems:

• Source Code Management:

  • Bitbucket

  • Github

• Ticketing:

  • JIRA

  • ServiceNOW

  • Zammad (beta)

• CICD / Scanning Tools:

  • Jenkins

  • Veracode

• Credentials Management:

  • Vault

  • Kubernetes/Docker Secrets

• Oauth2 Providers:

  • PingFederate

• BI / Visualization:

  • PowerBI

  • Tableau

Detailed Integration Instructions: