087 / 100 · Lessons
Connect a scenario control to a real planning question
Official source: How to Turn a Forecast Spreadsheet Into an Interactive Planning Tool With ChatGPT Work ↗
The lesson previews a current-outlook screen, then uses numbered instructions and prompt overlays to connect a forecast to a specific retention assumption. The final app return shows both the forecast and a decision control, making the interaction a continuation of the question rather than a decorative dashboard feature.
Story reading · interpretation of the inspected evidence
Watch the official upload ↗- The audience question
- Which decision gives the interactive forecast a purpose?
- Observed story pattern · interpretation
- Preview → connect forecast → pose decision → build scenario tool → inspect
- Basis for this reading
- 24 inspected positions.
No full useful caption track reviewed.
Selected visual evidence
Three moments to inspect.
Small stills from the reviewed evidence. Timecodes locate approximate passages; they are not cut boundaries. Open a still or follow its source link.
Timecoded observations
What appears in the sequence.
These notes describe the sampled evidence. The story pattern above interprets its role.
- ~0:12 ↗
Preview the useful screen
A current-outlook interface shows a forecast chart beside controls.
- ~0:45 ↗
Ground the task in a source
The prompt asks to review an existing revenue forecast and a retention assumption.
- ~1:02 ↗
Specify the decision tool
A prompt asks for a site that compares outlooks and lets leaders test alternative retention values.
- ~1:23 ↗
Inspect the decision surface
A close view of an action control follows the completed app preview.
Proposed adaptation
What to borrow.
Before showing a slider or scenario switch, explain which decision it helps someone make.
Plan the visual argument →Evidence limit
Keep the claim at its supported scope.
The example is an illustrative planning lesson. Sampled screens do not establish financial accuracy or the full effect of each control.
Evidence for this reading
Public storyboard previews. 24 positions inspected. No full useful caption track reviewed. Preview index and frame-rate estimates; times may drift from the original video.
No continuous playback or listening review. Publication metadata and channel identity were checked for the frozen September 18, 2026 cohort. Full method · Structured ledger · Written edition.