Predictive analytics can help managers anticipate developments across all aspects of their business, including potential equipment failures and maintenance needs, writes Chad Brooks. A variety of companies offer software that can do the job, collecting relevant data and then running it through predictive algorithms to project likely trends, he explains.

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