Case Study

Creating Your AI Implementation Blueprint
Exclusive IDC Research: Master the journey to GenAI maturity with a comprehensive strategy for technology, data, and talent. Move beyond the pilot phase and unlock the true value of Generative AI. This IDC InfoBrief provides the framework for building a high-impact AI infrastructure tailored for the Asia/Pacific enterprise.
- Topic
- Emerging Tech
- Published
- 5 Feb 2026

While 98% of organizations recognize the potential of AI, nearly 1 in 5 AI projects fails to move past the initial stages. To succeed, enterprises must bridge the gap between Proof of Concept (POC) and full-scale production. This research-driven guide, produced by IDC, offers a strategic roadmap for navigating the complexities of the GenAI landscape.
Explore the critical pillars of a successful AI journey: from selecting the right deployment models; whether on-premise, cloud, or edge, to building a robust data foundation and closing the talent gap. With detailed insights into regional spending trends and functional use cases, this blueprint empowers executives to align AI investments with tangible business outcomes while ensuring security and scalability through the combined power of Dell and NVIDIA.
Key Highlights:
The Path to Production: Strategies to overcome the "1 in 5" failure rate and transition projects from POC to production.
GenAI Spending Momentum: Analysis of the massive surge in Generative AI investments across the Asia/Pacific region.
Four Pillars of Strategy: A deep dive into Adoption, Technology, Talent, and Data strategies required for AI success.
Hybrid Deployment Models: Evaluating the benefits of On-Premise, Public Cloud, and Edge computing for AI workloads.
The Data Foundation: Understanding why data quality and governance are the ultimate differentiators in AI performance.
Bridging the Talent Gap: Insights into the evolving skills required to manage and scale enterprise-grade AI.
Functional Use Cases: Real-world applications of GenAI across IT, marketing, supply chain, and customer service.
Strategic Infrastructure: How the Dell and NVIDIA partnership provides the necessary compute and networking for high-impact AI.
Navigating Challenges: Identifying and mitigating the top barriers to AI scaling, including cost and security concerns.
