What is the cost of failing to decode customer intent?

Organizations that take longer to detect and act on customer signals see return on marketing investment plunge by 30-40 percentage points compared to industry peers. Operating waste from excessive delay costs an average of USD 29 million annually, while fragmented customer views multiply manual handoffs, rework, and exceptions—adding cost without adding customer value.

Why does personalization at scale create a coordination tax?

As organizations move from foundational personalization into predictive and real-time stages, they often hit a hidden coordination "tax," generated by multiple handoffs and systems making decisions. The spike in performance comes only with agentic orchestration. Without it, extra personalization multiplies friction. With it, the payoff can be dramatic—revenue and operating margin gains surge at full maturity.

How does governance compound advantage?

Those that pair speed with governance turn early wins into enduring growth. These balanced organizations report 7% lower customer acquisition cost, 1% higher conversion rate, 38% higher customer lifetime value, and 12% better marketing ROI. They also share cross-functional ownership of technology and ROI metrics, reducing duplicative tools and forcing tradeoff decisions into the open.

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Win the moment by mastering customer intent

In partnership with Adobe, we explore how brands can reclaim relevance—and customer loyalty—in the age of AI

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How can IBM help you?

Marketing Consulting Services (will open in a new window)

Marketing Consulting Services

Orchestrate end-to-end, AI-powered experiences at speed and scale.

Adobe Consulting Services (will open in a new window)

Adobe Consulting Services

Partners in digital transformation, helping clients design and deliver more personal, memorable, and secure customer experiences.

Services from IBM (will open in a new window)

Services from IBM

Services from IBM works with the world's leading companies to reimagine and reinvent their business through technology.

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