It's easy for tech-savvy executives to get excited about Big Data and advanced analytics these days. Newly available tools allow companies to do things they couldn't do before, like recommending specific products to online buyers or mining workers' compensation claims data to recommend better treatment options for injured employees. But whiz-bang capabilities don't create real value unless an organization incorporates these new techniques into its day-to-day operations.

U.S. Carnivores U.S. meat exporters caught in the middle of the West Coast port labor standoff diverted millions of pounds of chilled pork and beef into cold storage facilities over the last few weeks, creating an oversupply of meat, analysts said.

Retail demand planning is, to a great extent, a game of numbers. But the store that relies entirely on hard statistics is likely to be in for an unpleasant surprise.

Analyst Insight: Alignment is the positioning of parts so they are in their proper position to run correctly – as in car parts. Alignment is also the ability to optimize the business results by aligning people, programs and business processes. According to Supply Chain Insights, Alignment continues to be one of the top three supply chain business initiatives in 2015. – Mickey North Rizza, VP Strategic Services, BravoSolution

Analyst Insight: A major reason the majority of start-ups and mergers are destined to fail is that companies are not aligned when it comes to determining the nature of their business, what they want to achieve and how they will achieve it. Misalignment can happen both internally and externally and almost always translates into frustration and failure. – Kate Vitasek, Faculty, University of Tennessee's Center for Graduate Executive Education programs.

The evidence of strengthening in African manufacturing is increasingly persuasive. Between 2000 and 2010, the share of the African population living on less than $1.25 per day fell from 58 percent to 48 percent. In no small part, the falling rate of extreme poverty is driven by much-improved output performance.