Start the relevant workflow
Run the preparation path for the research question and follow its execution through the operators that shape the analytical dataset.
Scientist / Visual execution
Inspect the analysis while it takes shape.
Scientist lets researchers follow workflow execution and inspect intermediate results. That visibility gives the team a practical way to examine a preparation decision where it happens, before interpreting the output of the entire analytical workflow.
Interactive runsScientist
Run the renewal preparation workflow and inspect the account-to-subscription join before continuing the analysis.
In the workspace
Execution point
Join accounts with subscription records
Intermediate view
Inspect account keys and matching subscription rows
Research check
Review repeated accounts before cohort aggregation
Examine an intermediate result at the step that produced it.
How it works in Scientist
The analyst can investigate unexpected record relationships in context and decide whether the preparation logic needs revision before using the cohort summary.
Inspect a meaningful checkpoint
Examine the join output to understand how account records connect to subscriptions and where repeated records might affect interpretation.
Choose the next analytical move
Use the intermediate evidence to revise the workflow or continue toward aggregation with a clearer understanding of the records being analyzed.
Bring Scientist to your team.
Explore interactive runs around your company’s workflows.