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Why Organizations Fail with Data & AI: Solutions for Leaders

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Updated on:
January 20, 2025

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Leaders who successfully implement AI gain 3-5x productivity gains over competitors, yet this advantage remains untapped by most organizations.

While 92% of companies invest heavily in AI initiatives, a remarkable 85% of these projects never reach production, according to Gartner research. The difference between success and failure lies not in technology selection, but in how organizations approach implementation. Companies that master this approach become the sole players in their industry to fully harness AI's transformative power. This white paper explores:

  • Understanding AI Implementation Barriers: A comprehensive examination of why top companies succeed where others fail, revealing the hidden organizational patterns that separate AI leaders from laggards, with actionable frameworks to assess and overcome these barriers within your organization
  • Building Effective AI Foundations: Investigation of the critical yet often overlooked prerequisites that successful organizations master before tool selection, including the counterintuitive approaches that lead to consistent AI deployment success
  • Strategic Success Factors: Essential insights drawn from regulated industry leaders who have achieved full-scale AI deployment, providing a proven blueprint for moving beyond pilots to capture the 3-5x productivity advantage that comes with successful implementation

Whitepaper

Leaders who successfully implement AI gain 3-5x productivity gains over competitors, yet this advantage remains untapped by most organizations.

While 92% of companies invest heavily in AI initiatives, a remarkable 85% of these projects never reach production, according to Gartner research. The difference between success and failure lies not in technology selection, but in how organizations approach implementation. Companies that master this approach become the sole players in their industry to fully harness AI's transformative power. This white paper explores:

  • Understanding AI Implementation Barriers: A comprehensive examination of why top companies succeed where others fail, revealing the hidden organizational patterns that separate AI leaders from laggards, with actionable frameworks to assess and overcome these barriers within your organization
  • Building Effective AI Foundations: Investigation of the critical yet often overlooked prerequisites that successful organizations master before tool selection, including the counterintuitive approaches that lead to consistent AI deployment success
  • Strategic Success Factors: Essential insights drawn from regulated industry leaders who have achieved full-scale AI deployment, providing a proven blueprint for moving beyond pilots to capture the 3-5x productivity advantage that comes with successful implementation

Why Organizations Fail with Data & AI: Solutions for Leaders

Find out why 85% of AI projects fail and how leaders can avoid pitfalls with actionable strategies for success. Read now to scale your AI journey.
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Why Organizations Fail with Data & AI: Solutions for Leaders

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Leaders who successfully implement AI gain 3-5x productivity gains over competitors, yet this advantage remains untapped by most organizations.

While 92% of companies invest heavily in AI initiatives, a remarkable 85% of these projects never reach production, according to Gartner research. The difference between success and failure lies not in technology selection, but in how organizations approach implementation. Companies that master this approach become the sole players in their industry to fully harness AI's transformative power. This white paper explores:

  • Understanding AI Implementation Barriers: A comprehensive examination of why top companies succeed where others fail, revealing the hidden organizational patterns that separate AI leaders from laggards, with actionable frameworks to assess and overcome these barriers within your organization
  • Building Effective AI Foundations: Investigation of the critical yet often overlooked prerequisites that successful organizations master before tool selection, including the counterintuitive approaches that lead to consistent AI deployment success
  • Strategic Success Factors: Essential insights drawn from regulated industry leaders who have achieved full-scale AI deployment, providing a proven blueprint for moving beyond pilots to capture the 3-5x productivity advantage that comes with successful implementation

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Neal Gilmore
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