Analyst Insight: If the wheels on your vehicle are out of alignment, you're in for a rough and inefficient ride. The same holds true for businesses. Alignment, especially in strategic relationships, gets businesses beyond the initial "yes" that sets a deal in motion"”it aligns the participants throughout the life of the deal, turning it into a smooth and powerful relationship. - Kate Vitasek, Faculty, University of Tennessee's Center for Executive Education, and Founder, Supply Chain Visions

Analyst Insight: Theoretically, supply chain transformations deliver a different set of capabilities and outcomes that customers recognize. The reality is that a transformation may simply be a radical or rapid change to the supply chain organization and operations in response to changes in the marketplace. It could be a dramatic reduction in cost or improvement in service to remain competitive. In other words, the outcomes are not necessarily different, just better than the prior state. - Michael Dominy, Research Director, Gartner

With the advent of big data, faster computing and intuitive analysis tools, the promise of analytics has generated a renewed focus on improving operations through data-driven decisions. For supply chain organizations in particular, it is a powerful ally in driving cost reduction strategies and service level improvements. From public sector entities like Lincolnshire, which identified £24m in procurement savings, to retail giants like Tesco, which reduced £50m in excess inventory, organizations across the globe are achieving substantial impact by applying analytics to their operations. But what about emerging markets?

Intel senior commodity manager Suzanne Ralls discusses how processes that begin with the "ideal state" have helped simplify and improve commodity procurement at the company.

Change still is a constant and it comes at today's supply chain professionals faster, with more intensity and greater risks than ever before. Art Van Bodegraven describes what this means for current and future supply chain leaders.

Humankind is forever striving for perfection. When it comes to the job of demand forecasting, however, perhaps we ought to be a tad less obsessive.