How AI Works:
5 Choices That Kill ROI
Most organizations aren’t failing at AI because the technology doesn’t work. They’re failing because of specific organizational design decisions made at rollout.
Research analysis done by 18 Coffees shows five common strategic choices leaders make that hinder AI adoption—and practical ways to course correct before pilots become expensive dead ends.
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What’s Inside
This white paper outlines the strategic choices that determine whether AI delivers real value—or stalls out in pilot purgatory.
- Five common rollout choices that kill ROI (and how to reverse them)
- Why most pilots never reach production
- What these choices actually cost at the organizational level
- How to build AI capability that actually scales
Who It’s For
Anyone interested in successfully integrating AI into their organization. If you’re in one of these roles, this white paper is for you:
- Executives sponsoring AI investments and being asked to “show ROI."
- Functional leaders responsible for adoption (HR, ops, product, customer teams).
- IT and transformation teams trying to scale.
- Anyone seeing “we bought the tools, but nothing changed.”
Why Partner with 18 Coffees for Your
AI Strategy & Implementation
Optimized Performance
Drive efficiency, innovation, and competitive advantage across your operations.
Future-Ready Workforce
Empower your employees with the skills and mindset to thrive alongside AI.
Mitigated Risks
Implement AI securely, ethically, and in compliance with industry standards.
Tangible ROI
Focus on AI initiatives that deliver measurable business value and sustained growth.
Experienced Practitioners
Leverage our cross-industry knowledge and hands-on implementation support.
AI Insights & Thought Leadership
Stay ahead of the curve with our latest research and articles on strategic AI adoption.
White Paper: Five AI Choices That Kill ROI
Most organizations aren’t failing at AI because the technology doesn’t work. They’re failing because of specific organizational design decisions made at rollout. Research analysis done by 18 Coffees shows five common strategic choices leaders make that hinder AI adoption—and practical ways to course correct before pilots become expensive dead ends.
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