IBM Journey to AI blog

JULY 3, 2024

Align your data strategy to a go-forward architecture, with considerations for existing technology investments, governance and autonomous management built in. Look to AI to help automate tasks such as data onboarding, data classification, organization and tagging.

AI 45

AI AI Data Quality Database 45

Alation

MAY 16, 2023

Machine Learning Data pipelines feed all the necessary data into machine learning algorithms, thereby making this branch of Artificial Intelligence (AI) possible. Data Quality When using a data pipeline, data consistency, quality, and reliability are often greatly improved.

Data Pipeline 69

Data Pipeline Data Governance Data Lakes Data Warehouse 69

Alation

MAY 16, 2023

Machine Learning Data pipelines feed all the necessary data into machine learning algorithms, thereby making this branch of Artificial Intelligence (AI) possible. Data Quality When using a data pipeline, data consistency, quality, and reliability are often greatly improved.

Data Pipeline 40

Data Pipeline Data Governance Data Lakes Data Warehouse 40

Alation

AUGUST 11, 2021

Anthony and his governance team use data to uncover customer insights, and to discover areas where they can improve safety. Like many organizations, TMIC had a complex set of data sources and internal data warehouses. A tall order, but Anthony and his team had a plan: build a data governance foundation.

Data Governance 52

Data Governance Data Warehouse Data Classification Data Quality 52

Alation

AUGUST 26, 2021

So how does data intelligence support governance? Examples of governance features that leverage data intelligence include: A business glossary, with automated data classification, to align teams on key terms. Data lineage tracking and impact analysis reports to show transformation over time. Data quality.

Data Governance 64

Data Governance ML ML Artificial Intelligence 64