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2021 is the year when companies need earlier insights into new market opportunities, including what items consumers want, on what channel, how much they should stock, and how much they will pay for these products.

The ability to compete in new areas with this level of agility will be the key to unraveling chaos. As e-commerce continues to threaten the market with competitive products that are available nearly instantly, shifting consumer trends can make stocking shelves even more challenging.

Automating demand and inventory forecasting is the key to building resilient supply chains. Read more in Robotics and Automation News: