Use case

Turn gross margin reviews into repeatable governed workflows.

Underdata gives finance and operations teams a reusable workflow for explaining margin movement and publishing the reviewed answer.

Recurring business question

Why did gross margin or profitability move this period, and which drivers explain the variance?

Margin explanations often require product, region, freight, discount, cost, and revenue data from different owners.
The supporting logic is split between spreadsheets, queries, screenshots, and meeting notes.
Each close starts from a prior artifact instead of a governed workflow with clear review state.

Question
Start with the close-review question and the margin definition the business trusts.
Plan
Document product, customer, channel, region, cost, and discount cuts before execution.
Governed execution
Run approved analysis against governed sources and attach driver outputs to the document.
Reviewed answer
Capture the variance explanation, confidence, review state, and recommended follow-up.
Reusable workflow
Keep the logic ready for the next close, quarterly review, or operating cadence.
Publish
Publish a dashboard or data app with source workflow, last run, reviewed answer, and actions attached.

Which products explain the largest margin drop?

How much of the variance came from discounting versus cost?

Which regions need follow-up before the next close?

Turn one recurring margin question into a reviewed workflow your team can run every close.