Model Deployment

Type: Information Object

Status: Planned
Industry Sector: Enterprise Core
Sensitivity Level: Confidential
Personal Information: No PII

Description:
Operational deployment of a machine learning model into a product, platform or customer-facing service.

Accessed by Application(s):

• AI Model Operations Platform
• Data & Analytics Platform
• Data Science Platform

 Yes

Attributes

Order	Name	Description	Type	Cardinality	Example value
1	Model Deployment ID	Unique identifier for the model deployment	GUID	Mandatory
2	Monitoring Status	Current monitoring status of the deployment	Enumeration	Mandatory	Monitored
3	Status	Current operational status of the model deployment	Enumeration	Mandatory	Active
4	Traffic Allocation	Percentage of traffic routed to the model deployment	Decimal	Optional	100
5	Deployment Date	Date when the model deployment occurred	Date	Mandatory
6	Machine Learning Model	Model being deployed	Reference	Mandatory
7	Deployment Environment	Environment where the model is deployed	Enumeration	Mandatory	Production
8	Serving Endpoint	Endpoint or service through which the model is served	String	Optional	/models/churn-risk
9	Rollback Version	Previous model version available for rollback	String	Optional	3.0

 Yes
 
 Planned
 No PII
 Confidential
 Enterprise Core
 Operational deployment of a machine learning model into a product, platform or customer-facing service.

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