Share with your CMO
Nearly 70% of consumers say too much automation makes a brand feel fake, according to Inspira’s 2026 Relationship Report, and customers blame the brand, not the underlying model, when an AI interaction misfires. The argument in this CMSWire analysis of AI governance in customer experience is that CX leaders need a seat at the AI governance table alongside IT and legal, because neither of those functions was ever asked to protect customer loyalty as a business asset.
What this means for your business
The argument lands hardest for CMOs whose martech stacks have grown faster than their visibility into them. If you can map your customer journey but can’t say, stage by stage, which touchpoints are now AI-mediated, you’ve already ceded something important. The Inspira finding that 31% of consumers tie feeling recognized to brand belonging isn’t a soft sentiment metric; it’s a churn predictor, and AI has direct power over whether that signal fires correctly or backfires.
The piece, written by a loyalty researcher rather than a vendor or analyst selling governance software, earns some credibility by naming a specific failure mode rather than a general risk. The frame worth watching is that the argument quietly assumes CX leaders are ready to govern AI, when the more common problem is that they don’t yet have the technical fluency to audit what their vendors have quietly shipped. Walking the journey end to end sounds straightforward until a martech vendor has added a generative AI layer to email personalization between quarterly reviews, which is happening constantly and mostly without CX sign-off.
The governance gap this exposes isn’t primarily a process problem, it’s a power problem. AI features get deployed through IT and vendor procurement channels that report on uptime and cost, not on whether the tone of a chatbot response is consistent with how the brand sounds in a human interaction. CMOs who don’t own a formal review right over customer-facing AI deployments will keep losing that argument to teams that were never asked to care about it. The falsification condition is simple: if your organization already has a cross-functional AI review process where CX has explicit veto authority over customer-facing deployments, this piece is describing a problem you’ve solved.
Based on reporting from Trust Is the Product: Why CX Leaders Must Own AI Governance, originally published 2026-10-30 16:38:00.
