IBM Journey to AI blog

OCTOBER 22, 2024

Data is the differentiator as business leaders look to utilize their competitive edge as they implement generative AI (gen AI). Leaders feel the pressure to infuse their processes with artificial intelligence (AI) and are looking for ways to harness the insights in their data platforms to fuel this movement.

Data Silos 102

Data Silos Data Pipeline DataOps Business Intelligence 102

Dataconomy

MAY 26, 2025

Data management techniques Different techniques are employed in data management to ensure effective processing, including: ETL vs. ELT: Understanding the differences between Extract, Transform, Load and Extract, Load, Transform methods is essential for data workflows.

Big Data 91

Big Data Big Data Apache Hadoop Data Quality 91

Alation

JANUARY 25, 2022

AI and ML in action: Auto-suggestions streamline the buildout of business glossaries. Automated Data Orchestration (AKA DataOps). DataOps is the leading process concept in data today. See Gartner’s “ How DataOps Amplifies Data and Analytics Business Value ”). We’ve arrived at the top layer of the fabric! Spoiler alert!

DataOps 52

DataOps SQL ML ML 52

Alation

APRIL 4, 2023

Troubleshooting data issues , for an exploding number of disjointed systems and tools, breaks self-service for data users and creates gaps in visibility for dataOps. Example of where ETL may fail for Business Users and Data Engineer and how the user can track down the source of the issue in Alation with end-to-end lineage.

DataOps 52

DataOps Data Engineering Data Engineering Data Engineering 52