AI & Automation

Why the order of AI implementation matters more than the tool you pick

Ty Givens, Founder of CX CollectiveTy Givens6 min read
Why the order of AI implementation matters more than the tool you pick — CX Collective

Every AI vendor pitch sounds the same: turn it on, automate everything. That sequencing is exactly what gets teams into trouble.

Every AI vendor pitch sounds the same: turn it on, automate everything, done. That's exactly the sequencing that gets teams into trouble.

#Why all-at-once fails

Not every part of your support operation changes at the same speed. Rule-based, high-volume, low-stakes requests, password resets, order status, shipping questions, are stable enough to automate immediately. High-stakes, emotional interactions, a crisis, a VIP account, a genuine complaint, need a person for a lot longer, maybe indefinitely. Treating both categories the same way is where AI rollouts go wrong.

#What actually happens when it's rushed

Trust erodes fast when a bot mishandles a sensitive complaint, and it's hard to win back. Agents who fear AI is coming for their job resist it instead of working with it, and that resistance shows up in how carefully they use the new tools. And money spent automating complex, judgment-heavy work before the basics are handled tends to produce a bad return, because the hard cases were never the ones ready for a bot in the first place.

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#How I actually sequence it

Start with high-volume, low-complexity requests: the "where is my order" and "how do I reset my password" tickets. Once that's working reliably, move to the middle ground, tasks that need some judgment but still follow a pattern, like policy clarifications. Save high-emotion, high-stakes interactions for last, and only once your team and your customers actually trust the system with the easy stuff.

#Where to start

Map your ticket types by volume and complexity, and be honest about which ones are actually emotional versus which just feel that way because they're urgent. Automate the highest-volume, lowest-complexity bucket first. Everything else waits until that's solid.

This is exactly the sequencing work we do inside Automate: building the roadmap so AI earns trust on the easy cases before it touches the hard ones.


Founded by Ty Givens, CX Collective becomes the support operations partner growing companies wish they could hire full time. With 25+ years running support, workforce management, and QA programs from scratch, Ty brings what she's actually built and run, not theory, to every engagement.

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