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Forecasting Blog

Demand Forecasting, Sales Planning, Big Data Analytics & IBP

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Comparison chart showing Chronos-2 forecast accuracy on airline benchmark data versus real-world business data, highlighting the gap between zero-shot performance on memorized versus unknown datasets

Chronos-2 Revisited: When Zero-Shot Forecasting Meets Real-World Data, Does the Magic Hold?

Bar chart comparing Amazon Chronos-2 forecast accuracy against Holt-Winters and SARIMA on airline passenger traffic data, showing WMAPE and Normalized RMSE metrics

Zero-Shot and Ahead of the Pack: What Amazon Chronos Taught Us About the Future of Demand Forecasting

Integrated Business Planning process connecting omni-channel demand signals across stores, marketplaces, DTC, and wholesale into a unified supply chain plan

Why Omni-Channel Without an effective IBP Is Just Expensive Chaos?

SAP IBP Heuristic vs Optimizer engine comparison for constrained supply chain planning

SAP IBP Heuristic vs Optimizer: Why Defaulting to Heuristic Is Costing Your Supply Chain

planning strategy, ibp, scenario planning, demand planning, plm mapping

Planning Strategy for New Products in SAP IBP

true-demand

Major Roadblocks to Capturing True Demand

supply-chain-challenges-2023-valtitude

Global Supply Chain Challenges 2023 – Preparing For The Storm

How Zillow’s Home-Buying Business Blew Up

Managing Sales Order Deadlocks

How do you calculate True demand?

Tuesday, June 23, 2026

Tag: APO

Sailing Through The SAP APO Ocean
SCM Tools

Sailing Through The SAP APO Ocean

Rohan Asardohkar November 1, 2015

As we all know SAP is an Ocean where the chance of getting lost is quite high. Below are key takeaways from my experience while working on SAP Demand Planning … Read More

APOSAP Comment on Sailing Through The SAP APO Ocean
Where Are The Black Swans?
Aggregate Planning

Where Are The Black Swans?

Dr. Chockalingam January 31, 2015

How do we prepare for Black Swan events?

Black Swan events are those highly unpredictable events that occur out of nowhere and cause a systemic shock to the process and the way we do things. They may perennially alter the way we conduct our business.

APOdemand planningS&OPsupply chain Comment on Where Are The Black Swans?

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