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The customer experience stack was built for humans. AI changes everything.

Drawing on nearly 30 years of experience in the customer experience industry, the author of this article notes that traditional CX software architectures are human-centric, relying on nearly ten systems working together to solve a single problem. As AI takes on execution work, the industry needs to reintegrate fragmented intelligence so that systems can learn from every interaction and continuously improve, forming a composite advantage. The author introduces the AI-native platform concept of his company, Crescendo, emphasizing that governance and judgment become new human roles, and compares the significant differences between two AI deployment paths after 12 months.

AI & Automation
Ulta combines promotions and experiences to win over cautious customers

In its latest earnings call, Ulta Beauty stated that it successfully attracted cautious consumers through personalized services and experiential promotions. Loyalty program membership grew by 3% to 47 million, and comparable store sales increased by 3.8% year-over-year.

Loyalty
Understanding why surveillance pricing is a CX issue

Surveillance pricing adjusts prices dynamically based on personal data, which may raise fairness concerns and erode customer trust. The U.S. Federal Trade Commission (FTC) has paid attention to this practice, and multiple states have enacted legislative restrictions. Experts point out that differential pricing contradicts perceptions of fairness and poses a hidden risk to customer experience.

Strategy
Best Buy emphasizes expert support with AI shopping assistant

During its Q2 fiscal 2027 earnings call, Best Buy announced the phased rollout of its AI shopping assistant, Ask Blue, which helps customers compare products, check compatibility, and transfer to human agents. Incoming CEO Jason Bonfig stated that the tool is part of the company's strategy to enhance the shopping experience. The company also plans to open Meta experience zones in 50 large-format stores and emphasized the importance of delivery speed for major appliances.

AI & Automation
Williams-Sonoma AI assistants drive customer engagement — and conversions

Williams-Sonoma CEO Laura Alber stated during the Q2 fiscal 2026 earnings call that the company is leveraging AI to enhance its premium customer service model, improving checkout experiences, product discovery, and personalization. The company's AI assistants, Olive and Otto, have shown early success, with Olive users converting at three times the rate of non-users, and over 70% of Otto's customer interactions resolved without human intervention.

Customer Service
Kohl’s names first chief customer officer as it elevates CX

Kohl's announced on Tuesday the promotion of current Chief Digital Officer Arianne Parisi to Chief Customer Officer, a newly created position. Parisi will report to CEO Michael Bender and will be responsible for overseeing loyalty, personalization, marketing, and other omnichannel customer experience optimizations. Meanwhile, Chief Marketing Officer Christie Raymond will depart in September. The company is accelerating its turnaround strategy by integrating marketing and digital functions.

Strategy
From AI ambition to CX results: Watch Genesys Xperience 2026 live

The Genesys Xperience 2026 livestream will be held on September 2-3, free and open to a global audience. The event will explore how to turn AI vision into actionable customer experience outcomes, including operating models in the intelligent agent era, customer case studies, and the latest innovations in Genesys Cloud.

AI & Automation
Why Target and Walmart are emphasizing fast, consistent experiences

The retail industry is making 'speed' and 'consistency' the core of experience optimization. Walmart emphasizes faster delivery and omnichannel operations, while Target focuses on inventory stability and consistent in-store experiences. Kearney experts point out that younger consumers view time as a precious resource, and stockouts erode trust. Meanwhile, retailers are investing in employees and AI tools to balance efficiency and friendly service, aiming to stand out in the competitive landscape.

Strategy
CX Dive Trendline on Top 5 stories from CX Dive

Tiered loyalty programs are increasingly popular among businesses and consumers, but the key to success lies in balancing exclusivity with accessibility. Experts point out that poorly designed tiers can weaken consumer motivation, and reward mechanisms based on spending rather than loyalty may also backfire.

StrategyBryan Wassel
Customers still want access to a human in customer service

Gartner's latest survey found that 87% of customers require retaining human service channels in customer service that uses generative AI, but there are clear differences in customer acceptance of AI. Experts point out that AI should operate transparently, provide explanations, and smoothly transfer to human agents to win long-term trust.

Deep Dive

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