Products That Count, Editor
Administrator
Modern AI products rise or fall on the strength of an organization’s data. As more Chief Product Officers take responsibility for AI strategy, a critical shift is underway: product success now depends on one thing above all: data readiness.
This infographic breaks down the essential guidance shared by leading CPOs across industries on how to build AI initiatives that actually deliver results. It outlines the core obstacles holding teams back, the strategic moves that create real business impact, and the 90-day priorities every product leader should tackle to strengthen alignment between product and data.
You’ll explore how to avoid the hype trap by starting with a real business problem, why data teams need to be strategic partners from day one, how to clean only the data that matters for the highest-value use cases, and what it means to treat data as a product. The framework also highlights why pushing back at the right moment preserves credibility and accelerates outcomes.
Access the full infographic to get a clear, actionable view of what it takes to deliver meaningful AI impact, rooted in governance, readiness, and cross-functional alignment.

Keep an eye out for more of these infographics in the future. And see below for more great resources on AI from Products That Count.
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Products that Count is a 501(c)3 nonprofit that helps everyone build great products. It celebrates product excellence through coveted Awards that inspire 500,000+ product managers and honor great products and the professionals responsible for their success. It accelerates the career and rise to the C-suite of >30% of all Product Managers globally by providing exceptional programming – including award-winning podcasts and popular newsletters – for free. It acts as a trusted advisor to all CPOs at Fortune 1000, and publishes key insights from innovative companies, like Capgemini, SoFi, and Amplitude, that turn product success into business success.
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