Use the most advanced algorithms available to predict prices, inventory volume, customer movements, fluctuations, and revenue.
Time series is arguably the most complex problem for Machine Learning and Deep Learning. There is no shortage of companies claiming to master future predictions. Off the shelf open-sourced solutions will perform comparably to customized PhD thesis models.