Helen

Product Director · LEAFIO AI

5 episodes

35:59
Webinar
35:59
WEBINAR: Master Demand Planning with AI: Turn Retail Chaos into a Clear Vision

LEAFIO AI explains how machine learning improves retail forecasts, inventory decisions, and financial outcomes.

Webinar
38:40
Webinar: Xmas race: How to avoid empty shelves or overstock. 8 tips for retailers

A retail inventory checklist for forecasting, staging and protecting stock through the Christmas demand rush.

Webinar
40:11
Webinar: Making every trade promotion efficient in the era of AI

LEAFIO AI explains how clean data, model selection and process controls improve trade promotion forecasting.

Webinar
39:24
Webinar: A Demand Planner's Daily Routine in the Post-AI Implementation Era

LEAFIO AI shows how automated replenishment shifts demand planners from order entry to exception management.

Webinar
48:05
Webinar: Xmas race: How to avoid empty shelves or overstock. 8 tips for retailers

A practical checklist for staging Christmas inventory, combining forecasts, and avoiding post-holiday overstock.

Webinar

Questions Helen answered

What forecasting accuracy and uplift can a retailer expect after implementation?

There is no universal figure because accuracy changes with the assessment horizon, aggregation level, data quality, and metric used. LEAFIO recommends comparing results with relevant benchmarks while also tracking financial and operational outcomes.

WEBINAR: Master Demand Planning with AI: Turn Retail Chaos into a Clear Vision24:35

In Helen's words

“One of the core principles of S&OP is the unified forecasts that are cross-checked through all the departments.”

WEBINAR: Master Demand Planning with AI: Turn Retail Chaos into a Clear Vision10:19

“Not only the accuracy is important here, but at the same time it is extremely important for retail business to have fast results.”

WEBINAR: Master Demand Planning with AI: Turn Retail Chaos into a Clear Vision20:32

“Even if we have a very high level of forecasting accuracy—let's assume that it will be something like 95% forecasting accuracy on some level—we still can have bad results in terms of execution.”

WEBINAR: Master Demand Planning with AI: Turn Retail Chaos into a Clear Vision27:42

“The increased calculated quantity must stay untouched till the beginning of the seasonal sales.”

Webinar: Xmas race: How to avoid empty shelves or overstock. 8 tips for retailers32:51

“The process is fundamental. Before starting any kind of preparation, you need to develop the logistic process and clearly understand where the increased quantity will be stored.”

Webinar: Xmas race: How to avoid empty shelves or overstock. 8 tips for retailers33:52

Capabilities
LEAFIO Promotion Intelligence
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