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Topic
Summary
A large, private equity-owned hospitality client with 140+ locations partnered with CapTech to accelerate AI adoption through an incremental, value-driven approach. CapTech helped transition the organization from experimentation to enterprise AI momentum by rapidly proving value while building scalable capabilities.
Challenge
As the organization progressed through a broader modernization effort, it became clear that unlocking value from AI required a more structured, scalable approach. While the client had strong data assets, they lacked a structured approach to visioning, embedding AI solutions in their day-to-day work, or AI adoption. Challenges included:
- No standardized process for identifying and prioritizing AI opportunities
- Limited confidence in expected business value
- Disconnected experiments without reusable components
- Organizational hesitation around adoption and scalability
Approach
Key elements included:
- Establishment of an AI intake and prioritization model based on business alignment and ROI
- Development of reusable and foundational AI components and architectural patterns implemented within the client’s cloud environment
- Execution of targeted proof-of-concepts and pilots across business functions that included well-defined value indicators
- Iterative expansion from pilots into production-ready solutions
This approach emphasized validating value early while building toward long-term scalability and adoption.
Results
This structured approach quickly translated into measurable outcomes and enterprise momentum, including:
- AI capabilities developed within the client’s cloud environment.
- 65+
- rollout delivered across business functions.
- 6 POCs, 4 pilots, and 1 enterprise
- return achieved against value metrics with a flagship AI sales solution.
- 200%
- locations approved for expansion following successful 4-location pilot
- 100+
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