Call Center QA: What to Measure and How
Most call center QA programs score calls and change nothing. How to pick the few metrics worth scoring and make evaluation actually move CSAT.
Edvin Cernov
CX Strategy & Operations
28 articles in Customer Experience
How to Reduce Customer Service Response Time (10 Tactics)
How to reduce customer service response time without hiring: triage routing, autoresponder gaps, SLA segmentation, and AI deflection plays that work in 2026.
Edvin Cernov
Customer Self-Service: Knowledge Bases and IVR, Done Right
Customer self-service built for deflection annoys people into churning quietly. Build for resolution instead, and measure it honestly.
Edvin Cernov
How CX Priorities Differ Across Industries
The CX framework is universal; the priorities aren't. Copying a retail playbook into healthcare is how good tactics produce bad outcomes.
Edvin Cernov
Case Studies: Brands Excelling in CX
Customer experience case studies: the specific moves leading brands made to win loyalty, and what you can borrow for your own program.
Edvin Cernov
Voice of the Customer (VoC) Programs: 2026 Practitioner Guide
How to build a VoC program in 2026 that drives operational change: channels, analysis, closed-loop feedback, and what 20%+ CLV lift actually requires.
Edvin Cernov
Fractional CX in 2026: When to Use It, What It Costs
Fractional CX in 2026: how SMEs and startups tap senior CX leadership on demand, the cost versus a full-time CXO, when it works, when it doesn't, and how to engage.
Edvin Cernov
5 CX Trends Shaping 2026 (And How to Act on Each)
The five CX trends actually shaping 2026: hyper-personalization, community-driven engagement, agentic AI, action-cadence cultures, and trust as differentiator.
Edvin Cernov
Subscription Retention: How to Keep Subscribers Engaged
Subscription churn is mostly decided by week four. Activation gates, early intervention, and the payment recovery most teams leave on the table.
Edvin Cernov
Social Media Customer Service: The 24/7 Playbook
Social media customer service is a 15-minute-response game played around the clock. How to staff it without marketing and CX dropping the same ball.
Edvin Cernov
AI Personalization at Scale: Where It Breaks
AI personalization at scale lives or dies on the data infrastructure underneath it. What makes it work, and the point where it usually breaks.
Edvin Cernov
Customer Loyalty: The Psychology of What Works
Customer loyalty has three layers, and they don't graduate into each other. Most programs optimize the shallowest one and wonder why nothing compounds.
Edvin Cernov
CX from the buyer's side
An email when there is something genuinely worth reading: what is working in CX and call center operations, and what quietly is not.
More on voice of the customer
How to Map a Customer Journey, Step by Step
A customer journey map is only useful if operations can run on it. Six steps from touchpoint inventory to a map that isn't wall art.
Buyer Journey vs Customer Journey: The Real Difference
The buyer journey ends at the contract. The customer journey is everything that happens after, and the handoff between them is where B2B revenue quietly leaks.
How to Optimize the Digital Customer Journey
Digital journey optimization usually polishes touchpoints that can't see each other. Prioritize by revenue and fix the data layer first.
Omnichannel Customer Service: The Data Layer Decides
Most 'omnichannel' service is multichannel in disguise. The real thing is a data-layer project, and the retention gap says it's worth it: 89% vs 33%.