Types of Data Sources in Design/Architecture? ( That are planned or already there in Existing Platform.)
Different Data Domains expected to ingest ?
What is the expected Data Velocity ?
Is Data encryption being used in pipelines ?
What practices for PII data detection and masking the data are planned or being followed in Architecture:
Data Cleaning Practices in the process.
What type of Design/Architecture is being used as part of Master Data Management:
Is Data Cataloging applied in the pipeline:
Data results will be captured in which of the following type:
How the end-users will use the Data:
What Data Quality checkers applied to ensure veracity of data for the pipeline?
What dimensions of data quality assures the veracity in data in the pipeline?
Any Data Quality Reports in Design/ Architecture:
Any data observability tools in Design/ Architecture:
List down all data compliance models in Design/Architecture:

1/15

DataOps Principles Assessment

Types of Data Sources in Design/Architecture? ( That are planned or already there in Existing Platform.)

Different Data Domains expected to ingest ?

What is the expected Data Velocity ?

Is Data encryption being used in pipelines ?

What practices for PII data detection and masking the data are planned or being followed in Architecture:

Data Cleaning Practices in the process.

What type of Design/Architecture is being used as part of Master Data Management:

Metadata (Description/Definitions of Sources, Columns, Configurations.)

Hierarchical Data (Descriptions of real world relationships of platform units.)

Reference Data (Description of Data Objects, e.g. countries, currencies, time zones, payment terms, etc.)

Not applicable

Other

Is Data Cataloging applied in the pipeline:

Data results will be captured in which of the following type:

How the end-users will use the Data:

What Data Quality checkers applied to ensure veracity of data for the pipeline?

What dimensions of data quality assures the veracity in data in the pipeline?

Any Data Quality Reports in Design/Architecture:

Any data observability tools in Design/Architecture:

List down all data compliance models in Design/Architecture: