Are your AI initiatives stalling? Promising projects often fail not because of the AI, but a flawed data foundation. This post explains why a design-first data architecture is critical for success. Learn how to avoid the common analytics bottleneck and move beyond demos that falter with real-world data. We introduce a strategic framework for building a scalable foundation, ensuring your AI investment delivers genuine business value and a competitive advantage.

Discover how to overcome the 80% data and AI project failure rate in 2025 with a proven framework. With 25 years of experience, I share actionable strategies to optimize your data ecosystem, from setting a clear business strategy to operationalizing AI models effectively.