Blog Posts: Methods & Practices

Stop chasing downstream metrics. See how leading teams frame platform value as an enabler and get the business to tell the story with them.

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.

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.

Read the key takeaways from IIA’s roundtable discussion on practical use cases and integration challenges of agentic AI.