AI Demand Forecasting
AI मांग पूर्वानुमान · 14-day predictions with explainable reasoning
Festival Demand Calendar
— त्योहार मांग कैलेंडरDemand Forecast vs Actual
14-day forecast with confidence bands — मांग पूर्वानुमान
AI Reasoning — AI तर्क
Temperature rising to 38°C this week. 14 nearby stores show 34% sales increase for cold drinks.
Frooti 200ml
Beverages48
bottles in stock
120
predicted demand
AI Confidence
Temperature rising to 38°C this week. 14 nearby stores show 34% sales increase for cold drinks.
Maggi Noodles 70g
FMCG36
packs in stock
84
predicted demand
AI Confidence
Monsoon season approaching. Historical data shows 28% demand spike for instant noodles Jun–Aug.
Amul Dahi 400g
Dairy14
packets in stock
42
predicted demand
AI Confidence
Summer heat drives curd consumption. Last June: 38 packets/week. Current trend +18% vs last year.
Parle-G Biscuits 250g
Snacks12
packs in stock
48
predicted demand
AI Confidence
Consistent weekly demand of 44–52 packs. High confidence from 6 months of stable sales history.
Tata Salt 1kg
Staples8
packets in stock
30
predicted demand
AI Confidence
Essential staple. Demand highly consistent at 28–32 packets/week. Reorder urgently — below minimum.
Colgate Toothpaste 100g
Personal Care22
tubes in stock
18
predicted demand
AI Confidence
New Patanjali dant kanti launched nearby. Network shows 12% shift away from Colgate in Ward B–C.
Lipton Yellow Label Tea 250g
Beverages18
packets in stock
24
predicted demand
AI Confidence
Steady morning chai demand. Slight dip expected as summer reduces hot beverage consumption.
Britannia Good Day 200g
Snacks30
packs in stock
36
predicted demand
AI Confidence
School summer vacation ends next week. Post-school snack demand historically rises 22% in this area.
Aashirvaad Atta 5kg
Staples15
bags in stock
22
predicted demand
AI Confidence
Consistent household staple. Monthly demand stable at 88–96 bags. Weekly forecast: 22 bags.
Limca 600ml
Beverages24
bottles in stock
72
predicted demand
AI Confidence
Peak summer demand. 22 stores in your network report Limca/Sprite shortage. Stock up before weekend.