1
Jun 2015
Jun 2015
Machine Learning and Dynamic Pricing: The New Game in Retail
How do pricing engines fed by competition, demand and inventory signals balance margin optimization with price perception management in retail?
Etiket
demand forecasting
Machine Learning and Dynamic Pricing: The New Game in Retail
19
Jan 2015
Jan 2015
Predictive Management with Machine Learning: How Companies Read the Future
The shift from backward-looking reporting to forward-looking forecasting is reshaping management practice. How do you build a predictive planning cycle, and where does it fall short?
10
Mar 2014
Mar 2014
Machine Learning for Demand Forecasting: How to Cut Inventory Costs
Forecasting models that learn from seasonality, promotions and external factors together improve inventory turnover; every percentage point reduction in forecast error translates directly to cash.
26
Jan 2013
Jan 2013
Managing Demand Forecasting, Production Orders, and Shipment in a Single ERP Flow
Connecting demand forecasting, production orders, and shipment in one data flow is not a technology problem — it is a process design problem most ERP projects get wrong.
11
Jun 2012
Jun 2012
Machine Learning and Dynamic Pricing: A Realistic Option for SMEs?
How algorithmic pricing based on demand, inventory, and competitor data works, and whether the airline model can realistically extend to other sectors.
20
Feb 2012
Feb 2012
Big Data Roadmap: How Should Companies Choose Their First Data Project?
Choosing the right scope for a first big data project is decisive for both technical success and organizational trust. Here is a framework for project selection.
30
May 2005
May 2005
Scenario Management in Production Planning with MRP II
Instead of locking into a single plan, MRP II scenario management lets manufacturers prepare optimistic, base, and pessimistic scenarios with defined trigger conditions.
21
Mar 2005
Mar 2005
How to Build a Demand-Driven Supply Chain with SCM
Moving from forecast-based push to demand-driven pull: how data sharing and decision rules help SMEs build a responsive supply chain.
9
Feb 2004
Feb 2004
How Demand Visibility in SCM Reduces Stock Fluctuation
When real demand data is not shared across the supply chain, the bullwhip effect takes hold. Learn how visibility cuts inventory waste.