Question 1

Can I analyze data without knowing SQL?

Accepted Answer

Yes—that's the point. ChatGPT, Claude can write queries from questions. Tools like Julius analyze uploaded data. Natural language to insights.

Question 2

What data can AI analyze?

Accepted Answer

CSVs, spreadsheets, databases (with connectors). Upload to ChatGPT, use Julius for visualization. Enterprise tools connect to data warehouses.

Question 3

How accurate is AI analysis?

Accepted Answer

Good for common analyses. Verify important findings. AI can misinterpret data structure. Spot-check results. Use as starting point.

Question 4

What about data privacy?

Accepted Answer

Be careful with sensitive data. Some tools offer private/enterprise options. Anonymize where possible. Check vendor security policies.

Question 5

Can AI create visualizations?

Accepted Answer

Yes—ChatGPT generates charts, Julius is built for this. Quality varies. May need refinement. Good for quick exploration.

Question 6

What questions can I ask?

Accepted Answer

Trends, comparisons, correlations, summaries. "What's the trend in sales?" "Which customers churned?" "Compare this month to last." Natural language works.

Question 7

How do I prepare data for AI analysis?

Accepted Answer

Clean headers, consistent formatting, remove duplicates. AI handles imperfect data but garbage in, garbage out. Basic cleanup helps.

Question 8

What about real-time analysis?

Accepted Answer

Most AI tools work on uploaded/queried data. Not real-time streaming. Good for periodic analysis. Some enterprise tools do streaming.

Question 9

Can AI replace my analyst?

Accepted Answer

For basic questions, yes. Complex analysis needs human thinking. AI accelerates but doesn't replace judgment. Augmentation, not replacement.

Question 10

What about predictive analytics?

Accepted Answer

AI can forecast with historical data. Accuracy varies. Good for directional insights. Serious prediction still needs data science.

Question 11

How do I share AI insights?

Accepted Answer

Export charts, copy answers, share reports. Most tools have sharing features. Create presentations from insights.

Question 12

What if AI gives wrong insights?

Accepted Answer

It happens. Verify against source data. Ask follow-up questions. Don't blindly trust. Use AI insights as hypotheses to validate.

Question 13

Can AI analyze qualitative data?

Accepted Answer

Yes—survey responses, reviews, feedback. Categorize, summarize, find themes. Great for customer research. NPS comments, support tickets, etc.

Question 14

What does AI analytics cost?

Accepted Answer

ChatGPT/Claude: $20/month includes data analysis. Julius: $15-45/month. Enterprise tools more. Often cheaper than analyst time.

Question 15

How do I get started?

Accepted Answer

Upload a CSV to ChatGPT or Julius. Ask simple questions first. See what's possible. Expand from there. Low barrier to try.

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