Perspectives
The AI Paradox: Voice of the Customer and the Listening Layer of AI
What if the missing layer in AI scalability isn’t technical, but human? The Listening Layer turns experience into learning.
Perspectives - EN
Articles written in English.
Perspectives
When Growth Looks Busy but Feels Fragile
Growth can look busy without becoming durable. This essay examines why visible activity is not the same as sustainable demand—and the infrastructure needed to turn momentum into growth that holds.
Perspectives
Beyond Activation: The New Scorecard for AI-Enabled Onboarding
Onboarding success is not the moment a journey ends, but what customers understand and do next. A stronger performance view connects completion with early value and continued participation.
Perspectives
Bridging the Gap: Why product-first AI fails — and How service design fixes it
An AI product can work exactly as designed—and still create a poorly performing service. Service design closes the gap between technical success and realised value.
Perspectives
Putting AI at the Service of Inclusion
AI can expand participation, but it can also scale exclusion. This essay explores why inclusive design is both a right and a performance discipline—and how organisations can make unequal outcomes visible.
Perspectives
Responsible AI: From Intention to Implementation
Policies can express responsibility; only operating capability can sustain it. This essay examines the boundaries, oversight, evidence and ownership that keep organisations answerable after AI systems go live.