Knowledge (XXG)

Demand sensing

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techniques which create a forecast based on prior sales history and draws on several years of data to provide insights into predictable seasonal patterns. Demand sensing uses a broader range of demand signals, (including current data from the supply chain) and different mathematics to create a
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forecast that responds to real-world events such as market shifts, weather changes, natural disasters and changes in consumer buying behavior.
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Byrne, Robert F. (Summer 2012). "Beyond Traditional Time-Series: Using Demand Sensing to Improve Forecasts in Volatile Times".
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and real-time data capture to create a forecast of demand based on the current realities of the
90: 80: 113: 107: 24: 28: 20: 94: 85: 69:"Estimating benefits of Demand Sensing for consumer goods organisations" 68: 73:
Journal of Database Marketing & Customer Strategy Management
27:. Traditionally, forecasting accuracy was based on 67:Folinas, Dimitris; Rabi, Samuel (2012-12-01). 8: 84: 40: 7: 19:is a forecasting method that uses 14: 50:Journal of Business Forecasting 1: 135: 21:artificial intelligence 119:Supply chain analytics 86:10.1057/dbm.2012.22 126: 99: 98: 88: 64: 58: 57: 45: 134: 133: 129: 128: 127: 125: 124: 123: 104: 103: 102: 66: 65: 61: 47: 46: 42: 38: 12: 11: 5: 132: 130: 122: 121: 116: 106: 105: 101: 100: 79:(4): 245–261. 59: 39: 37: 34: 17:Demand sensing 13: 10: 9: 6: 4: 3: 2: 131: 120: 117: 115: 112: 111: 109: 96: 92: 87: 82: 78: 74: 70: 63: 60: 55: 51: 44: 41: 35: 33: 30: 26: 22: 18: 76: 72: 62: 53: 49: 43: 25:supply chain 16: 15: 56:(2): 13–19. 29:time series 108:Categories 36:References 95:1741-2447 114:Demand 93:  91:ISSN 81:doi 110:: 89:. 77:19 75:. 71:. 54:31 52:. 97:. 83::

Index

artificial intelligence
supply chain
time series
"Estimating benefits of Demand Sensing for consumer goods organisations"
doi
10.1057/dbm.2012.22
ISSN
1741-2447
Categories
Demand
Supply chain analytics

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