Rebuilding CX Teams for the AI Era
Growth Marketing at DigitalGenius
4 min read
Every couple of years, something changes that throws the CX team back into the air.
A round of growth. A round of redundancies. A senior leader moves on. And lately, increasingly, a directive from the top to do more with less and let AI absorb the rest. The shape of the team that worked eighteen months ago suddenly doesn't anymore — and the question becomes: what should it look like next?
That's the question we sat with at this week's CX Collective working session. No agenda, no panel, no slides. A peer group of senior CX leaders from leading ecommerce brands across flowers and gifting, premium fashion, footwear, sports nutrition, and online card marketplaces, comparing notes on how they're rebuilding their teams as AI changes what humans need to do.
A few themes kept surfacing.
Manager ratios are getting tighter, not bigger
The traditional model — one team leader running twelve to fifteen agents — is quietly giving way to something more deliberate. Across very different team sizes, leaders kept landing on the same number: around six direct reports per manager feels like the ceiling, especially when the people being managed are early in their careers. Entry-level CX work involves real coaching, and that doesn't scale beyond a small group.
One CX leader at a gifting brand shared: "There's a view from the rest of the business that one manager should run twelve, because that's what other functions look like. But other functions are managing directors. Ours are coaching people through their first professional role — when to be on shift, how to use a calendar, how to plan a working week. That's not the same job, and it doesn't scale past six.
The AI layer is a single point of failure
Almost everyone in the room has exactly one person owning their AI tooling — the bot, the prompts, the knowledge base, the integrations. In every case, that person was described as either fully maxed out, or someone the team simply could not afford to lose. As one CX lead at a sports nutrition brand put it bluntly: "It would be like losing a limb."
That fragility was the most consistent concern of the session. Several leaders are now actively thinking about how to spread the surface area — getting agents involved in bot testing, opening up prompt-writing as a development path, building bench capability before they need it.
Internal teams are shifting away from casework
A pattern surfaced repeatedly: as AI and BPO partners absorb more of the volume, the internal team is being redefined. Less "answer tickets," more "own a strategic area." Chargeback fraud. Product insights. Returns logic. Knowledge management. QA and prompt quality.
One CX leader at a global footwear group described the shift as a tiered system — their internal experts no longer touch tier-one or tier-two queries at all, only the genuinely complex cases. Another, at a footwear brand mid-way through a Salesforce migration, framed it as a forward-looking question. As AI takes on more of the routine work across the operation, the bar rises for every human role in the chain. The harder question for internal CX leaders isn't their team's size, it's what their team is uniquely positioned to own.
Channel rationalisation is back on the table
A few brands have made aggressive channel calls that have paid off. One footwear group turned off inbound voice three years ago and recently removed its email contact form entirely, pushing every conversation through the bot first.
Both decisions met the expected internal anxiety. The objections were the familiar ones. Customers will be furious. Accessibility will suffer. The bot won't handle the genuinely complex queries. The senior team will get hauled into a CSAT review.
In practice, both moves generated almost no customer complaints. The takeaway several leaders shared in the room: customers don't mind fewer channels if the channels that remain actually work.
Hiring is being rebuilt around shorter tenures
Almost everyone now hires for a twelve-to-eighteen-month arc, not a career. Good people will move sideways into marketing, ops, or QA, or upwards into specialist roles, and that's accepted. The job is to make onboarding tight and to keep refilling the bench. The most pointed hiring observation came from a CX lead who suggested the most valuable thing a junior agent can become good at today is prompting: "If I were an agent now, that's the path I'd be looking towards."
The real question underneath all of this
No one left the session with a tidy answer to "what should the CX team look like?" That wasn't the goal. What came out instead was a sharper sense of where the design problems actually sit. Manager ratios built around the coaching load of junior agents. AI ownership distributed across more than one person. Internal teams pointed at what AI can't do. Channel decisions made on capability, not legacy. Hiring built around progression paths that include the AI itself.
The biggest takeaway, though, was harder to capture in a bullet. It was the relief in the room. Most of the leaders had quietly assumed they were the only ones wrestling with these trade-offs. They weren't.
So: how is your CX team structured? What part does AI play in your team's day-to-day? And who will own CX in the future?
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This blog is based on a CX Collective working session held on 14 May 2026. The CX Collective brings ecommerce CX leaders together for working sessions, panels, playbooks, and the kind of peer conversations you can't get elsewhere.
