Iliyana's Blog

AI Customer Health Scoring: How to Build It (and How to Avoid Bias)

[fa icon="calendar'] 12-Oct-2025 12:55:00 / by Iliyana Stareva posted in Customer Experience, Customer Success, Artificial Intelligence, AI

[fa icon="comment"] 0 Comments

Customer health has always been at the heart of Customer Success. But in most SaaS organisations, the way we measure it hasn’t kept up with how customers actually evolve.

We started with health scores — simple, single-number snapshots that promised clarity but often delivered false confidence. Then we learned that what really matters isn’t the score itself but the system behind it — a structure of signals, alerts, and playbooks that help teams act in real time.

That evolution took us from monitoring customers to actually managing them. Still, even the best health systems face a new challenge: scale.

When you’re tracking thousands of customers across dozens of products, regions, and behaviours, no human can realistically spot every trend or risk early enough. That’s where AI health scoring comes in — not as a replacement for human judgment, but as an accelerator of it.

AI gives us the ability to move from static, manual interpretation to predictive, data-driven action. Instead of waiting for a red score or a missed milestone, we can now see subtle behavioural shifts — declining engagement, tone changes in communication, or anomalies in product usage — that reveal what’s coming next.

Read More [fa icon="long-arrow-right"]

First Impressions Still Matter: How AI Is Transforming the Shopfront Experience

[fa icon="calendar'] 30-Sep-2025 12:43:08 / by Iliyana Stareva posted in Brands and Business, Customer Experience, Artificial Intelligence, AI

[fa icon="comment"] 0 Comments

Since moving to Spain, I’ve noticed something striking in contrast to any other country I've lived in: life happens outside, almost all the time. The weather invites people into the streets, and you can find small family-run shops literally on every corner. In the Netherlands, where I lived before, so much of shopping had moved online — out of necessity as much as convenience. Here in Andalusia, though, people still love the ritual of browsing, chatting, and discovering in person. It reminded me that physical shops aren’t just places to buy, they’re experiences in themselves.

This observation connects directly to my work. In my role running Customer HI've ealth for EMEA at ServiceNow, I often speak with retail leaders about the challenges they face. Margins are tight, online competition is fierce, but the shops that stand out are the ones doubling down on customer experience. And again and again, I hear the same question: how do we take the basics of a great storefront and amplify them with AI, so every visit feels personal, seamless, and worth the trip?

Recently, after wandering through some of Jerez’s small shopping streets, I found myself reflecting on that exact connection: the warmth of traditional shopfronts and the modern tools that can make them even stronger.

Read More [fa icon="long-arrow-right"]

From Health Score to Health System - Proactive Customer Health Assurance

[fa icon="calendar'] 21-Sep-2025 08:13:59 / by Iliyana Stareva posted in Customer Experience, Customer Success, SaaS

[fa icon="comment"] 0 Comments

Most SaaS companies track customer health using a simple score — green, yellow, red.

It feels neat and manageable. But here’s the reality:

  • A customer can be “green” today and churn tomorrow.
  • Scores often lag behind reality.
  • They rarely capture the complexity of relationships, adoption, and business context.

Health isn’t static. It’s dynamic, evolving every day. And health scores have limits. 

That’s why we need to move beyond a health score into a health system.

What’s Wrong with Health Scores?

Read More [fa icon="long-arrow-right"]

Navigating the Brand Loyalty Crisis: Insights from EMEA Consumer Research

[fa icon="calendar'] 29-Apr-2024 11:52:50 / by Iliyana Stareva posted in Brands and Business, Customer Experience

[fa icon="comment"] 0 Comments

In a world where brand loyalty is becoming increasingly elusive, organisations across Europe, the Middle East, and Africa (EMEA) are facing quite the challenges.

The landscape is shaped by shifting consumer preferences, economic pressures, and the relentless march of technology.

In 2023, at ServiceNow we highlighted the looming brand loyalty crisis, and now, in 2024, the situation remains dire.

However, amidst the challenges lie opportunities for those willing to adapt and innovate. Drawing on insights from a comprehensive survey that we conducted at ServiceNow together with Opinium Research, today I want to share with you the key findings and offer strategies for navigating the brand loyalty crisis in EMEA.

What's Happening With Brand Loyalty in EMEA?

Read More [fa icon="long-arrow-right"]

5 Common Themes of Concern for Businesses Today

[fa icon="calendar'] 09-Dec-2023 07:02:05 / by Iliyana Stareva posted in Brands and Business, Customer Experience, Artificial Intelligence

[fa icon="comment"] 0 Comments

What was the best thing about November? 

To me, it was the World Forum events we run across Europe at ServiceNow. 

We welcomed over 5,000 customers and partners in four locations: London, Frankfurt, Paris and Rotterdam. 

The exchange was incredible! There was so much learning on stage and off stage while networking. 

Reflecting on the discussions, the main conversations were around 5 key themes which we covered in the main keynotes of each event. I'd like to share these with you today. 

5 Common Themes of Concern for Businesses Today

Read More [fa icon="long-arrow-right"]

Subscribe here!

New call-to-action
New call-to-action

Get Social

inbound-pr-winner-new-pr-books
Blog Awards 2018_Winners Silver MPU

Popular Posts

Public Relations Today

Want to talk?

iliyanastareva

I'm always happy to chat about how we can work together. Get in touch with me and start the conversation. I'd love to hear from you.

Contact Me