Signal Discipline: How Brands Use AI & Customer Memory to Build Trust | Adam Troyak
Title: Signal Discipline: How Brands Use AI, Customer Signals, and Memory to Build Trust
Host: Nick Brunker (Managing Director of Experience Strategy, VML)
Guest: Adam Troyak (Managing Director, VML & WPP Enterprise Solutions)
Host: Nick Brunker (Managing Director of Experience Strategy, VML)
Guest: Adam Troyak (Managing Director, VML & WPP Enterprise Solutions)
Overview
In an era where AI makes capturing and storing customer data easier than ever, why are 77% of organizations reporting that AI adoption has outpaced their governance?
In this episode of Human Centered, host Nick Brunker welcomes back Adam Troyak to unpack Signal Discipline—the strategic framework that separates customer care from customer surveillance. Adam breaks down why the biggest competitive advantage in AI isn't gathering more data, but developing the judgment to know what to remember, what to forget, and what to say out loud.
Key Takeaways & Topics Covered:
- Data vs. Signals: Why functional data (clicks, browsing history) belongs to tech infrastructure, while first-party signals (human needs, self-disclosed preferences) belong to experience strategy.
- The "Surveilled" Trap: Why over 80% of tech spend lands in the high-data/low-trust quadrant—and why restraint is the true fix.
- The 5-Layer Signal Model: A step-by-step breakdown of Signals, Context, Memory, Trust, and Relationships.
- The Memory Policy Engine: How to build the "middle layer" in your tech stack that programmatically decides when data should persist, decay, surface, or be forgotten.
- Cross-Functional Alignment: Bringing the CIO, CMO, and Chief Risk Officer into the same room to map the 25 key "trust-bonding" moments in the customer journey.
Read more of Adam's written pieces on Signal Discipline
Creators and Guests
Host
Nick Brunker
Nick is a Forrester CX-Certified professional with a versatile portfolio including more than a decade of discipline in human-centered experience strategy, insight-based digital transformation, eCommerce & omnichannel planning. As part of VMLY&R’s CX practice, Nick is responsible for cultivating a deep understanding of customer motivations and business needs to deliver best-in-class experiences for our clients – and, as importantly, the people they serve. He collaborates with senior leaders to drive strategic alignment, push thinking into action, and helps architect CX measurement frameworks to achieve customer and business objectives. Additionally, he is actively expanding the agency’s industry footprint through thought leadership and IP development. During his career, Nick has partnered with various Fortune 500 clients across numerous categories, including Ford Motor Company, Google, General Mills, Fifth Third Bank, and Southwest Airlines, among others. He and his wife, Abbey, reside in Cincinnati, Ohio, with their children Nolan, Emma & Ainsley, and their ten-year-old pup, Bailey.
