Knowledge Base
Customer AI promises a lot: better predictions, precise prescriptions, and measurable revenue impact. But not every project succeeds. In fact, many stumble over predictable risks—not because the ma...
Customer Success has a branding problem. Too often it’s framed as the “empathy function,” a team of relationship-builders keeping customers happy with smiles and friendly check-ins. It sounds nice. It...
What are Lagging vs Leading Indicators?
Lagging indicators reflect outcomes after they occur (e.g., revenue, churn rates), while leading indicators predict future performance (e.g., product adopti...
In a recent episode in the CX Iconoclast podcast, Richard Owen and Mauricio Duarte discuss how predictive analytics is reshaping B2B customer experience. Their conversation highlights the same shif...
Most companies obsess over new logo acquisition. Marketing budgets swell, sales cycles stretch, and the cost of each new customer keeps climbing. Yet the real efficiency gain often comes not from b...
When CFOs look at GAAP metrics, they see revenue, costs, and profit. What they don’t see is the future impact of today’s customer experience decisions. Traditional financial reporting is backward-l...
What are Touchpoints?
Touchpoints are individual interactions between a customer and a company, such as a call, email, purchase, or support ticket. They are parts of the larger customer journey.
Making the case for Customer AI is essential because every new initiative competes for scarce organizational resources. Without a quantified business justification, even promising ideas are sidelin...
Every SaaS board deck has a churn model. And most of them are wrong.
Why? Because they rely on the same tired set of signals: product usage, contract terms, maybe support tickets. That’s like predict...
What are Silent Customers?
Silent customers are those who don’t respond to surveys or provide explicit feedback, often representing 80–90% of the base. Traditional CX programs overlook them, creatin...
