Forecasting
Demand pulse weekly lens
Forecast-ready weekly slices with transparent smoothing notes so planners trust the curve.
Format: Remote-first with two on-site readouts
Duration: 5–6 weeks
Price (informational): SGD 5,400
Amelia Koh
Stress-tests forecast windows against public holiday calendars.
Narrative
Demand pulse weekly lens focuses on honest labeling: where smoothing happened, which public events were tagged, and which outliers were down-weighted. Forecasters can pin assumptions next to the curve so downstream readers never guess. The module includes a “quiet week” detector for school holiday distortions common in SG.
What arrives in the kit
- Assumption pins anchored to specific weeks
- Holiday overlay sourced from your approved calendar feed
- Downloadable assumption log for external reviewers
- Scenario fork without cloning the entire workbook
- Confidence ribbon tuned for executive slides
Outcomes teams cite
- Fewer last-minute slide rebuilds before board packs
- Clearer lineage between operational story and numeric curve
- Better pacing for supply orders tied to visit forecasts
Questions we expect
We integrate with common enterprise forecasting stacks you already license. We do not resell engine licenses.
Experience notes
Assumption pins rescued our dialogue with pharmacy; the quiet-week detector caught Teachers’ Day drift early.
Darren · Planner · 5/5 · Google