Observed Signal · Sep 5, 2023 · Other · Source: CMSWire · Impact: 2/5 · Sentiment: Positive
How Company Leaders Are Taking the Plunge with AI in Business
This CMSWire feature explores how chief customer officers and customer experience leaders at Customer.io and UnaliWear are approaching AI adoption in customer experience. The article highlights that integrating AI requires trial-and-error and a balance between competitive pressure and customer trust. Natalie Onions, VP of Customer Experience at Customer.io, describes launching an internal AI research program and an AI Helper Bot, with a focus on tasks that have a single correct answer. David Sandal of UnaliWear emphasizes using AI to keep content fresh and build customer loyalty. Both leaders stress the importance of executive buy-in and intentional implementation to avoid eroding trust while improving efficiency and ROI.
Feature on AI adoption strategies in customer experience, relevant to MarTech leaders but not industry-shifting news.
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Key Takeaways & Evidence Grounding
- Customer.io uses ChatGPT as a thought starter and customizes more than 60% of the generated content.
- Customer.io launched an internal program to research AI applications and created a new role to oversee AI implementation.
- Customer.io launched an AI Helper Bot for internal testing before potential customer-facing use.
- UnaliWear uses AI to keep customer engagement content fresh and find the latest information.
- Natalie Onions asserts that AI excels at tasks with a single correct answer, such as writing liquid syntax for email personalization.
Connected Companies & Entities
1 Entity mapped“a customer engagement platform, which uses ChatGPT as a thought starter for recommending ideas and actions...”
Ontology Mapping & Concepts
Related Market Signals & Shifts
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CX Gap Persists After 20 Years Despite Billions Invested
Despite decades of investment in customer experience (CX) programs, a persistent disconnect remains between how companies perceive their CX and how customers actually experience it. Bain & Company's 2005 study found 80% of executives believed they delivered superior CX, while only 8% of customers agreed. Subsequent research by Capgemini (2017) and SAP (2026) shows similar gaps. The article argues that this 'delivery gap' is not a technology problem, but an accountability and culture issue. Root causes include measuring what's easy to report rather than actual experience, decorative feedback loops, and employee experience being deprioritized. As AI-driven CX investment surges, the author warns that automation without cultural and accountability fixes will merely scale the existing disconnect.
43% of Consumers Would Pay More for Guaranteed Human Support
Alchemer's 2026 AI & Customer Expectations Report, based on a survey of 2,009 U.S. consumers, reveals that AI is raising customer expectations faster than it improves experience. While nearly 60% expect faster responses from AI-using companies, 89% report at least one negative impact, with the top complaint being difficulty reaching a human (44%). Consumers also cite AI misunderstandings and repetitive information as issues, and 43% would pay more for guaranteed human support. Daily AI users are more critical: 40% find AI impersonal (vs. 22% of others) and 27% would pay for human support (vs. 10%). The study underscores the need for better AI metrics beyond response time, focusing on understanding intent and seamless human escalation.
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