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Software as a service (SAAS) services featuring software for use by field sales teams in the retail industry for performing opportunity analysis and intelligence driven sales maximization, for identifying distribution changes and out-of-stocks, tracking new product introductions, and identifying opportunities to improve promotional execution by-store by-SKU, and for generating store level predictive alerts