Remove Data Integration Remove Data Strategy Remove Testing
article thumbnail

Data’s dark secret: Why poor quality cripples AI and growth

CIO Business Intelligence

Recognizing and rewarding data-centric achievements reinforces the value placed on analytical ability. Establishing clear accountability ensures data integrity. Implementing Service Level Agreements (SLAs) for data quality and availability sets measurable standards, promoting responsibility and trust in data assets.

article thumbnail

Why data observability is essential to AI governance

erwin

But how can delivering an intelligent data foundation specifically increase your successful outcomes of AI models? And do you have the transparency and data observability built into your data strategy to adequately support the AI teams building them?

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

CDOs: Your AI is smart, but your ESG is dumb. Here’s how to fix it

CIO Business Intelligence

However, embedding ESG into an enterprise data strategy doesnt have to start as a C-suite directive. Developers, data architects and data engineers can initiate change at the grassroots level from integrating sustainability metrics into data models to ensuring ESG data integrity and fostering collaboration with sustainability teams.

IT
article thumbnail

Data trust and the evolution of enterprise analytics in the age of AI

CIO Business Intelligence

Data and analytics leaders will need to evolve how they view the role of enterprise analytics in the Age of AI. Every business initiative will expect access to organizational data and this will be problematic if data strategies dont offer flexible, reliable and governed approaches to accessing information diverse data stores.

article thumbnail

ERP modernization: Still a make-or-break project for CIOs

CIO Business Intelligence

Because core data has resided in LeeSar’s legacy system for more than a decade, “a fair amount of effort was required to ensure we were bringing clean data into the Oracle platform, so it has required an IT and functional team partnership to ensure the data is accurate as it is migrated.”

article thumbnail

Top analytics announcements of AWS re:Invent 2024

AWS Big Data

enables you to develop, run, and scale your data integration workloads and get insights faster. SageMaker Lakehouse unified data connectivity provides a connection configuration template, support for standard authentication methods like basic authentication and OAuth 2.0, connection testing, metadata retrieval, and data preview.

article thumbnail

Trade routes of the digital age: How data gravity shapes cloud strategy

CIO Business Intelligence

In the digital world, data integrity faces similar threats, from unauthorized access to manipulation and corruption, requiring strict governance and validation mechanisms to ensure reliability and trust. Moreover, the very nature of supply and demand forced manufacturers to rethink how they produced and delivered goods. The lesson?