Data and reporting
How do I use AI to clean, analyze, and visualize business data?
Use AI to assist with tasks such as identifying patterns, suggesting classifications, summarizing trends, or drafting analysis, but keep deterministic checks for data quality and calculations. Verify important outputs against the source before using them for decisions.
What to check
- Which data-cleaning tasks can be checked automatically?
- Are calculations handled by reliable rules rather than guesses?
- Can analysis be traced back to the source data?