1. Which industry does your organization belong to?

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2. What is the size of your organization (number of employees)?

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3. What are the biggest data management challenges your organization is facing? (Select all that apply)

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4. On a scale of 1–5, how critical is resolving these data challenges for achieving your business goals?

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5. How does your organization currently address these challenges? (Select all that apply)

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6. Is your organization currently concerned with AI because of data management issues?

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7. Q: If yes, in which areas is AI adoption difficult because of data issues (Select all that apply)

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8. What are the main barriers to AI adoption in your organization? (Select all that apply)

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9. In the next 2–5 years, what role do you expect AI to play in your organization?

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10. What resources or support would help your organization better leverage AI? (Select all that apply)

11. Q: Please share any additional comments or insights on how overcoming Data challenges can improve AI adoption

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