This case study describes how a global consumer electronics leader partnered with Intelligence Node to improve competitive benchmarking and AI-driven price monitoring. The company, the world’s largest personal computer vendor by unit sales, operates in over 60 countries and sells products across approximately 180 markets, including PCs, laptops, tablets, smartphones, servers, and other technology solutions. The business faced limited visibility into how competitor models were positioned against its core offerings, making it difficult to respond quickly to market changes. By leveraging AI-powered analytics, the organization gained clearer insights into competitor pricing, product positioning, and market dynamics, enabling more informed pricing decisions, stronger competitive alignment, and

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