Part 5 of CRN’s 2023 Big Data 100 takes a look at the vendors solution providers should know in the data warehouse and data lake systems and services space.

Using the hub-and-spoke model of a centralized data hub, businesses can easily achieve their real-time data goals, says Hanadi Salameh, an Enterprise Digital Architect at Cognizant.

You need to build and maintain integration pipelines for each source — a massive engineering burden for data teams juggling disparate ETL tools to centralize what’s needed to power AI workloads.