Examples / Data science

Allocate a limited budget

Decide how many signups to buy from each marketing campaign to maximize expected value under a total budget, per-region caps, and per-campaign minimums — then get the plan approved.

IntermediateAbout 10 minutesSchedule: Only when you run itSample files: campaigns.csv

What it teaches

Optimize task
Plain-language limits
Binding constraints
Approval on the plan

Try it

In Flowcall, open Learn and choose Examples.
Install Allocate a limited budget.
Press Run now and open the Results tab.

Learn more

3. Optimization: the best plan under limits in the Data science guide
4. From prediction to decision in the Data science guide

The steps

Load campaigns Move a file
Brings campaigns.csv into the run.
Best allocation Optimize
Approve the allocation Approval
Asks: “Proposed campaign budget for this quarter. Approve to release the spend.” Value at stake: $450,000.

What it looks like

A frame from the video Allocate a limited budget: the Flowcall window with the example open. — Allocate a limited budget · 1:23. The videos are not on the website yet. Every one of them is inside Flowcall: open **Learn** and press **Watch**.