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 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
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
DocumentDB
RDBMS:
PostgreSQL 9.4 / 9.6 / 10 / 11 / 12
Microsoft SQL Server 2012/2014/2016/2017
ModelOp Center can support Business models that are built in the following languages/frameworks and/or development tools:
Python
R
Java
Scala
C
C++
PMML
PFA
ScikitLearn
Tensorflow
Keras
Pytorch
XGBoost
Spark
SageMaker
SAS (model inventory entry only)
Jupyter
RStudio
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
ModelOp Center supports the following integrations with core enterprise systems:
Source Code Management:
Bitbucket
Github
Ticketing:
JIRA
ServiceNOW
Zammad (beta)
CICD / Scanning Tools:
Jenkins
Gitlab Pipelines
Veracode
Credentials Management:
Vault
Kubernetes/Docker Secrets
Oauth2 Providers:
PingFederate
Okta
AWS Cognito
AzureAD
BI / Visualization:
PowerBI
Tableau