in collaboration with

IRPA AI Workshops on use of AI and ML in Merchandise, Financial and Assortment Planning

Merchandise, Financial & Assortment Planning is a very complex process that involves many people coming from different departments, is error prone due to the extensive manipulation of data from multiple systems and mostly done at aggregate product-level due to the volume of data needed.

IRPA AI would like to introduce an innovative approach to Financial, Merchandise and Assortment planning using A.I. and Machine Learning technologies.


  • ¬†
  • – Assist product-location-price point planning¬†
  • – Support planners with model generated numbers that can pre-fill planning grids to start a process
  • – Run what-if analysis by adjusting traffic, price, adding additional sales channels, adding new products
  • – Understand impact on expected future demand before making key investment decisions

This is a complimentary series of workshops occuring once every month and setup as an informative session on practical use of ML and AI

The workshop will be conducted by ORS Group – A decision sciences, AI and Automation leader in the Retail and Manufacturing Industry

Daniel Goodstein


President of IRPA AI & Digital Enterprise Institute

Chandra Subramanian


Executive Vice Chairman of ORS GROUP

Pierluigi Riva


Founder and CTO of ORS GROUP


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