Pricing always reacts to last week's demand
Without a forward view, price changes lag the market. Surges are under-monetised; soft weeks are addressed after the damage.
- No short-term forward demand signal feeding pricing
- Surges discovered after stockouts or rate-card misses
- Slow weeks discovered after revenue has already missed
- Demand swings buried inside aggregate reports
How the Demand Forecaster works
A scheduled AI agent that compares trailing 7-day run-rate against a 28-day baseline per SKU, projects forward, and flags significant swings.
Swing detection
Identifies SKUs where 7-day run-rate diverges materially from the 28-day baseline.
Urgency tiers
40%+ swings escalate; 20%+ are notable. Configurable thresholds.
Projected units
Forward 7-day unit projection per SKU, with pricing windows to act on.
Key Benefits
Get ahead of demand swings instead of chasing them
Tighter alignment between pricing and operations
Quantified upside per surge and downside per dip
Frequently Asked Questions
Which plan unlocks the Demand Forecaster?
Enterprise. It also includes custom agent tuning by your CSM.
Can I tune the swing threshold?
Yes — `min_swing_pct` is configurable from 5 to 100, with severity gating.