A bespoke analytics solution that consists of BI dashboards and data management automation provides Nestle with T-1 day data to resolve out of stock, trade promotion compliance and trade promotion performance related challenges.

The JDE team utilizes a tailored Out of Stock analytics solution to pinpoint specific outlets and products with high out of stock rates. This system delivers insights that enable the JDE team to consistently mitigate stock shortages.

With data collected by Jump Retail's merchandizers, an optimized data infrastructure and BI dashboards were developed for Jump Retail to present analytics and insights to FMCG and retail clients.

An end to end data analytics solution is developed for Royal Selangor to address challenges in manufacturing, sales, customer and finance. An optimized data infrastructure is designed to ensure smooth data delivery, with a single source of truth for data in the organization.

An independent analysis, incorporating employee data and external factors, was conducted to inform decisions regarding a site relocation project. This comprehensive study was pivotal for the management to communicate their decisions effectively to the entire organization.