Understanding Responses
Learn how to interpret and act on the AI agent’s findings. Understanding response formats and statistical measures helps you make better data-driven decisions.
Insight Format
Section titled “Insight Format”Each response includes:
- Clear Finding: Direct answer to your question
- Supporting Evidence: Statistical measures and confidence levels
- Visual Proof: Charts and graphs showing the analysis
- Methodology: How the conclusion was reached
- Recommendations: Suggested next steps or follow-up questions
Statistical Rigor
Section titled “Statistical Rigor”The agent provides:
- Confidence intervals for estimates
- P-values for statistical significance
- Effect sizes for practical importance
- Sample sizes and data quality notes
Response Components
Section titled “Response Components”Key Findings
Section titled “Key Findings”- Main insights highlighted clearly
- Statistical confidence levels provided
- Practical significance explained
- Business implications outlined
Supporting Evidence
Section titled “Supporting Evidence”- Data visualizations to illustrate findings
- Statistical tests and their results
- Confidence intervals showing uncertainty
- Sample sizes for context
Methodology Details
Section titled “Methodology Details”- Analysis approach explained
- Assumptions made explicit
- Limitations clearly stated
- Alternative interpretations when relevant
What’s Next?
Section titled “What’s Next?”Learn Limitations
Understand what the agent can and cannot do to set appropriate expectations.
Best Practices
Get tips for writing effective questions and maximizing analysis quality.