According to research, 65% of South African consumers have suggested that they will not be returning to traditional shopping practices following the onset of the Covid-19 pandemic, with 37% of those saying they will use even more online and digital apps than they do currently.
As a result, this is putting added pressure on supply chain planning and logistics as organisations must ensure products arrive on time and deliver a quality customer experience.
Machine learning
Machine learning creates weekly and daily short-term demand forecasts which have become of utmost importance. Using this approach, combining segmentation analysis, ML and traditional time-series forecasting models, retailers can obtain improved forecasts by using historical supply signal data, trade inventory and others.
Modern supply chains are really networks of incumbent and potential service providers, all of whom produce a range of data that is both incredibly complex and – if harnessed correctly – can form the basis for quick and simple decisions to ensure the sustainability of a business.
Satisfied customers determine business value
Business value is driven by the volume of happy customers and loyal customers. The pressure to deliver the right product to the right place at the right time at the right cost is increasingly high. It is the age of instant gratification and as a result, board members are turning into executives who can change strategies into reality.
The importance of understanding the supply chains and gauging how resilient they are, has been brought into focus by the pandemic. Analytics helps organisations to make sense of this data and make sure organisations fully understand what is happening and how best to adapt to customer demand.