Blog Posts: Methods & Practices

What does progress in a federated analytics model look like? Learn how leading organizations define and track success in federation—beyond structure—to ensure speed, reuse, and insight actually scale.

Learn how framing your data journey with a shared action plan can align your organization and accelerate progress—fast.

Self-service won’t scale without trust. Learn how to build clarity, consistency, and accountability into your metrics and dashboards—without killing creativity. Read the latest blog from IIA CEO, Jack Phillips.

Glossary on all things AI relating to data and analytics.

Check out the peer insights from IIA’s latest roundtable discussion on the essentials of responsible artificial intelligence (RAI) governance.

Read the key takeaways from IIA’s roundtable discussion on how companies approached AI in 2024 and their key challenges moving forward.

Read this article to learn how GenAI is reshaping data science teams, making them indispensable for an organization’s competitive advantage.

The reality is that machine learning is a fantastic tool for creating robust and easy-to-maintain solutions to simple problems. Read this article for a real-world example and lessons to learn.

In this running series, we’ll explore how analytics and AI are shaping the 2025 healthcare ecosystem, starting with a review of 2024 and key trends for 2025.