Every Head of CX has lived this moment.
The frustrating part isn't that the data wasn't there.
It was. It was sitting in 4,000 tickets, waiting to be read.
The frustrating part is that nobody had time to read them.
If you've ever lived this exact moment, here's why it keeps happening to good CX teams, and what the best ones do about it: sentisum.com/library/root-ca…
1/ A major subscription food brand was two weeks away from a full-scale product crisis.
They just didn’t know it yet.
Here’s how real-time feedback detection saved them £250,000. 🧵
7/ If your team only discovers issues in weekly or monthly reviews, you’re already behind.
Would you spot a £250K risk in hours, or two weeks later?
If you want to see how early-warning VoC actually works, reply “EARLY”.
“What’s driving complaints this week?”
“Did sentiment change after the release?”
“Is this issue growing or fading?”
With Kyo, those are @SlackHQ questions, not reporting projects.
Read more: sentisum.com/library/quiet-c…
1/
Most AI support analytics tools look impressive in a demo.
Dashboards. Sentiment charts. Trend lines.
But here’s the real question:
Do they actually change decisions?
🧵
10/
AI support analytics shouldn’t make reporting easier.
It should make decisions faster.
That’s the shift.
How are you evaluating AI in your CX stack today?
Read more: sentisum.com/library/how-to-…