WEBINAR: Invisible Interfaces, Visible Impact: Measuring Brand & CX When AI Owns the Outcome
AI is transforming customer experience - not just by making interfaces smarter, but by making them disappear. Increasingly, the only touchpoint customers see is the outcome: a price, a recommendation, an approval, or a denial. In this outcome-only world, customers judge brands less on the smoothness of the journey and more on the fairness, clarity, and legitimacy of the decision. Traditional UX and CX metrics fall short - they don’t capture the emotional, trust-based responses that invisible interfaces create.
This webinar will show you how to adapt measurement strategies for a future where AI makes the decisions, and outcomes are the experience.
What You’ll Learn
By the end of this 45-minute session, you’ll be able to:
- Diagnose brand and CX risks when the interface disappears and outcomes become the primary touchpoint.
- Redesign measurement programs to include outcome-level metrics like fairness, decision clarity, brand alignment, and recourse confidence.
- Integrate these new metrics into trackers and journey maps to spot trust erosion before it shows up in churn or complaints.
- Link insights to governance so AI-driven outcomes remain on-brand, aligned with purpose, and defensible.
Why Attend?
This is a must-attend session for brand, CX, and insights leaders navigating AI-driven change. Drawing on real-world examples across banking, retail, and healthcare, you’ll leave with a practical framework to protect brand equity and strengthen customer relationships in an era where AI is the invisible interface.
Speaker
Arnie Guha, Ph.D. is a Partner and Head of the User Experience Strategy and Design practice at Phase 5.
Date: September 11, 2025
Time: 2:00 pm ET (45 minutes)
This is an exclusive preview of our upcoming session at TMRE in October.
Recommended Resources

Author: Stephan Sigaud
Stephan Sigaud, MBA, is Phase 5’s Chief Marketing Officer. Stephan is passionate about partnering with clients to address their challenges and opportunities around customer centricity. He has more than 25 years’ experience in Market Research and Customer Loyalty and Experience. A past Board Director of the Insights Association, he has also been volunteering with the Customer Experience Professionals Association (as past Chair of the CXPA Toronto Network) and the Canadian Marketing Association (as member of the Leaders Network and past co-Chair of the CMA CX Council).