Remove Data-driven Remove Gap analysis Remove Measurement
article thumbnail

The art and science of data product portfolio management

AWS Big Data

This post is the first in a series dedicated to the art and science of practical data mesh implementation (for an overview of data mesh, read the original whitepaper The data mesh shift ). Taken together, the posts in this series lay out some possible operating models for data mesh within an organization.

article thumbnail

How to unlock a scientific approach to change management with powerful data insights

IBM Big Data Hub

Without a doubt, there is exponential growth in the access to and volume of process data we all, as individuals, have at our fingertips. Not only can data support a more compelling change management strategy, but it’s also able to identify, accelerate and embed change faster, all of which is critical in our continuously changing world.

Insiders

Sign Up for our Newsletter

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

article thumbnail

What’s the Difference: Quantitative vs Qualitative Data

Alation

Companies collect and analyze vast amounts of data to make informed business decisions. From product development to customer satisfaction, nearly every aspect of a business uses data and analytics to measure success and define strategies. You might choose to use quantitative analysis to determine what happened.

article thumbnail

Beyond the hype: Key components of an effective AI policy

CIO Business Intelligence

While this leads to efficiency, it also raises questions about transparency and data usage. Data governance Strong data governance is the foundation of any successful AI strategy. This includes regular audits to guarantee data quality and security throughout the AI lifecycle.

article thumbnail

Security is dead: Long live risk management

CIO Business Intelligence

In todays digital economy, business objectives like becoming a trusted financial partner or protecting customer data while driving innovation require more than technical controls and documentation. 2025 Banking Regulatory Outlook, Deloitte The stakes are clear.