Your Forecasting Readiness Snapshot
SAMPLE — ILLUSTRATIVE DATA
Your Readiness Score
61/100
FIX DATA FIRST
| Dimension | Score /4 | Finding |
|---|
| SKU history depth | 3 | 3+ years on 82% of SKUs — workable |
| Promo flags | 1 | Promotions untagged before 2025 — the model can’t tell lift from noise |
| UOM consistency | 2 | Cases vs. eaches mixed across channels |
| Master-data hygiene | 3 | Duplicated SKUs under 3% |
Three Questions to Ask Your Team This Week
- Can anyone produce a list of every promotion run in 2024, with dates?
- Which channel reports in eaches when the ERP expects cases?
- What did the last vendor demo assume about your data that isn’t true?
The AI Forecasting Feasibility Scan scores all readiness dimensions against your actual data and ends in a stamped verdict: BUILD NOW, FIX DATA FIRST, or DON’T BUY. From $3,000, quoted on a 15-minute call.