1. 1. Sharing demand signals
    The first step to collaboration comes through information sharing. Across nearly all industries, companies play a guessing game (called forecasting) to estimate the products and quantities that their customers will demand across different markets. Even if a company gets it just right it still needs large inventory buffers to cope with demand variability, thus dramatically reducing its capital efficiency. It is imperative to compress lead times to meet demand rapidly and lessen these negative effects - this can negate the production-cost benefits of today's off-shoring vogue in China. The butterfly's wing effect on forecasting and ordering means the end demand signal gets wildly distorted as it echoes up the supply chain being reinterpreted and exaggerated at each turn. Inaccuracies are amplified at each stage, leaving suppliers facing high-stake production gambles.

    The answer is simple - relaying end user demand signals and likely future order quantities to suppliers up the chain. This is the single biggest benefit of collaboration and it comes at virtually no cost reducing much of the variability from the forecasting calculation. A supplier's response will be a much closer fit to market demand if information about likely order quantities is shared. Typically, inventory levels can be reduced by two thirds, service levels sky-rocket while lost revenues evaporate, a
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