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This book is about how image recognition (IR) technology can help consumer-packaged goods (CPG) companies optimize their retail execution and increase profitability. It explains the benefits and challenges of IR, and how to choose the right IR solution for your business. It also introduces our flagship product ShelfWatch by ParallelDots, a powerful and cost-effective IR tool that provides real-time data and insights to improve in-store performance and sales.