Data Readiness 

In most AI projects, the biggest bottleneck isn’t the model — it’s the messy, unstructured, or siloed data behind it. The ISO 23894 Data Governance framework emphasizes governance as essential for responsible AI.

How would you describe the quality of your data for AI?

  1. We’re not sure what data we have

  2. Our data is siloed and messy

  3. We’ve begun cleaning and organizing it

  4. We have labeled, structured, and governed data

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