AI Personalization in Customer Interactions
AI personalization only pays when the data behind it is real. The use cases that get there, and the privacy risks that ride along.
Edvin Cernov
CX Insights & Strategies
Practical guidance on call center outsourcing, CX strategy, customer journey mapping, and the technology that powers it all.
Latest articles, page 4
Machine Learning for Customer Insights, in Practice
Machine learning finds the customers about to leave and the reasons hiding in their feedback. The model is rarely the hard part; acting on it is.
Edvin Cernov
AI in CX: What Works and What's Theater
AI earns its keep in customer experience on the agent side, long before the customer ever talks to it. Where the ROI is real and where it's theater.
Edvin Cernov
How to Reduce Call Center Agent Attrition
Agents rarely quit over pay once it clears the local floor. They quit their supervisor and their schedule, which is where the retention work actually is.
Edvin Cernov
Training & Onboarding Outsourced Call Center Agents
A guide to training and onboarding outsourced call center agents: bridge culture, align on brand, and set BPO partners up for success.
Edvin Cernov
How to Choose a BPO Vendor: Criteria, Questions, Red Flags
Choose the right BPO vendor in 2026: criteria that matter, diagnostic questions to ask, red flags, pilot structure, and how to build a weighted scorecard.
Edvin Cernov