Videos
Handling Sparse and Noisy Data in Retail Forecasting
Navigating data challenges for accurate demand forecasting and replenishment in retail.
Videos
Managing Demand Cannibalization During In-Store Promotions
Balancing promo-induced demand shifts and lifts with AI-led demand forecasting & auto-replenishment.
Videos
Order Right Product Explainer
Accurate Replenishment Planning for Improved Inventory Management
Blog
Is Your Replenishment Truly Strategic? Top Priorities for Health, Beauty, and Wellness Retailers
With 95% of consumers planning to increase their spending, the trillion-dollar shiny and glamorous retail segment of health, beauty, and wellness is a ripe opportunity up for grabs.
Infographics
Future-Ready Retail: Trends Leading the Way to Collaborative Supply Chains
Despite the adoption of automation, the state of collaboration in retail supply chains is mediocre. As many as 45% of businesses grapple with limited supply chain visibility, and only 15% report visibility beyond Tier 1 suppliers.
Blog
Retail Planning Automation – Optimize for Holiday Sales
The latest issue of Great Christmas Gazette is out and the gifts community is abuzz with the talks of holiday demand fluctuations, supply-side deviations, and snarling inefficiencies creeping from crevices of manual interventions.
Blog
Inventory Forecasting – Trends, Techniques, and Best Practices
Accurate inventory forecasting is the heart of retail planning and inventory optimization. Capturing demand accurately and optimizing inventory accordingly can not only reduce inventory costs but can also help retailers boost customer satisfaction, improve shelf availability, and increase inventory ROI.
Blog
Top 10 Inventory Management KPIs Every Retailer Must Track
As a leading technology provider for some of the largest retail brands globally, we have witnessed how inventory can be the Achilles Heel for businesses across multiple industries.
Blog
An Industry-Wise Approach to Exploring the Benefits of Inventory Optimization in Retail
According to Statista, global inventory distortions cost retailers as much as USD 580 million. Also, the value of grocery retail items going out of stock exceeds USD 500 million.
Blog
Hey There, Retailer! Let’s Make Your Inventories Holiday-Ready!
Early shopper waves, midnight snackers, holiday hoarders, and last-minute planners – the holiday frenzy has uncertain customer highs and lows.
Infographics
Trillion-Dollar Opportunity
The global health & wellness market is expected to be USD 8.946 trillion by the end of 2030 and the global beauty and personal care market is projected to generate a revenue of USD 734.78 billion by 2028.
Use Case
Handling Sparse and Noisy Data in Retail Forecasting
Despite having abundant data from multiple functions, retailers often struggle to make effective data-driven decisions. The prevalence of sparse and noisy data, one of the major reasons behind this, significantly challenges retail planning by distorting demand forecasts and making accurate decision-making difficult.
