From Data to Insights

This page explains the key steps and best practices for this feature in Wejot.

In Wejot, an insight is not a single statistical result. It is a goal-driven, iterative analysis process.

In this process, an AI Agent works around your research objectives, breaks the work into tasks, runs multiple analyses, and organizes the results into a deliverable insight report.

In real research, insights typically come from a combination of actions, such as:

Review overall distributions to detect anomalies or trends
Split groups to validate whether differences hold
Analyze relationships among key variables
Go back to raw data to confirm reliability

These steps are not strictly linear—they often loop back and iterate.

When you ask a more comprehensive question, Wejot enters Agent execution mode.

In this mode, the Agent will:

Understand your end goal (what conclusion you want)
Break it down into multiple analysis subtasks
Execute tasks sequentially or in parallel
Consolidate outputs into interpretable conclusions

What you see is always output directly relevant to the research goal.

Within one insight run, the Agent may perform multiple analyses, such as:

Descriptive statistics and distributions
Group splits and significance testing
Deep dives into key questions or metrics
Topic extraction for text/open-ended questions

These analyses cross-reference each other instead of staying isolated.

After analysis, Wejot helps you organize outputs into:

Clear conclusion bullets
Data evidence supporting each conclusion
Follow-up hypotheses or risk notes to validate

Insights are not “answers from the system”. They are data-grounded judgments that can be traced and discussed.

When you need to share or archive results, you can generate an insight report. Typical content includes:

Research background and goals
Sample and data notes
Key findings and conclusions
Necessary charts and explanatory text

Insight reports can be exported as:

PDF: formal reporting and archiving
Word: further editing and supplementation
PPT: meetings and external presentations

You can adjust report structure and emphasis before generating—without manually rebuilding the material.

You can think of “From Data to Insights” as:

Turning scattered analysis outputs into research conclusions you can actually use.

It is often the last step in a study—and the step that most directly creates value.