R.A.T.E.S. RESOURCES

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Everything you need to build your organization's responsible AI readiness — in one place.

The R.A.T.E.S. Book

FROM THE FOUNDER OF THE FRAMEWORK

Book cover: R.A.T.E.S. The Readiness Framework by Dr. Margaret Jamal

R.A.T.E.S.: THE READINESS FRAMEWORK

A Practical Framework for Building Strong Organizations, Trusted Partnerships, and Sustainable Communities

By Dr. Margaret Jamal · New Skills Online, LLC

Passion can launch an idea, but it cannot replace infrastructure. This book introduces a practical system for nonprofits, startups, ministries, and mission-driven leaders to identify what readiness requires, build the systems they are missing, document the evidence, and demonstrate five essential abilities. Available in paperback, hardcover, and Kindle.

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