Understanding AI Answers

Every answer Skopx gives you is backed by real data. Here is how to read and verify what you see.

Citations

At the bottom of each answer, you will see numbered citations. Each one links back to the specific data source and query that produced that part of the answer.

For example, if Skopx says "You had 1,247 signups last week," there will be a citation showing:

• Which database or tool the number came from
• The exact query that was run
• The raw result set

Viewing Generated SQL

For database queries, click the citation to expand the SQL panel. You will see the exact SQL that Skopx wrote and ran against your database. This is helpful for:

• Verifying the query logic is correct
• Learning how to write similar queries yourself
• Debugging unexpected results

Source Attribution

When an answer pulls from multiple sources, each piece of information is tagged with its source. If you ask "Compare our GitHub activity to our Jira progress," the GitHub data and Jira data will have separate citations.

Confidence and Accuracy

Skopx is transparent about uncertainty. If the AI is not sure about something, it will tell you. Common scenarios:

• Ambiguous column names. If your database has columns named "revenue" and "total_revenue," Skopx will ask which one you mean.
• Missing data. If a time period has gaps, the answer will note that.
• Cross-source joins. When combining data from different tools, Skopx explains how it matched records.

Giving Feedback

Use the thumbs up and thumbs down buttons on any answer. This feedback directly improves future responses. If you thumbs-down an answer, you can optionally leave a note explaining what was wrong.