I am proud that some of these have been translated into Dutch, Italian, Spanish, Portuguese, and Mandarin. Other freely available data program resources are available to download here.

Some books that may be of interest

Data Readiness Assessment Results

The results above are averages per organization.

40 – 48 Strong foundation. Your organization has the infrastructure and capability to use data with confidence. Focus now on staying current as AI demands more from your data.

28 – 39 Developing. You have meaningful capabilities but notable gaps. Prioritize the lowest-scoring items. Low scores in Part 1 point to structural gaps; low scores in Part 2 point to a literacy and capability gap.

Below 28 Foundational work needed. Your data environment needs attention before you can rely on it for strategic decisions or AI-assisted work. Start with inventory and ownership.