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70% of companies report minimal impact from AI initiatives . With 30% of generative AI projects  abandoned after proof of concept, the difference between success and failure isn't the technology—it's having a structured implementation approach. Organizations using systematic AI frameworks achieve 2.8x higher ROI  than those taking ad hoc approaches. This proven 6-phase roadmap transforms AI potential into measurable business outcomes while avoiding costly pitfalls that derail

97% of companies are eager to deploy AI technologies, yet only 14% are truly prepared . With 78% of firms using some form of AI but barely one-third moving beyond isolated pilots , the gap between AI ambition and readiness has never been clearer. secoda+1 Before investing in AI solutions, conducting a comprehensive readiness assessment is crucial for avoiding the costly pitfalls that derail most implementations. This structured evaluation reveals whether your organization has

Starting your AI journey without a clear strategy is like building a house without blueprints—you might end up with something, but it probably won't be what you need. With 97% of companies eager to deploy AI but only 14% truly prepared , the difference between success and failure lies in strategic planning. Organizations with structured AI strategies achieve 2.8x higher ROI  than those taking ad hoc approaches. This guide provides a practical framework for developing your fir