Turning AI Ambition Into Results

Why It Matters

Infrastructure readiness separates AI leaders from pilots, directly influencing ROI and regional competitiveness. Bridging the gap will unlock AI‑driven growth, job creation, and strengthen Asia’s role in the global AI supply chain.

Key Takeaways

• Only 16% have operational AI strategies with solid infrastructure.
• 71% of firms remain in pilot phase due to infrastructure gaps.
• Compute, storage, and network limitations affect 49‑53‑82% of organizations.
• Markets like Thailand could fuel Asia’s AI supply chain if gaps close.
• Less than 5% of IT budgets allocated to AI regionally.

Pulse Analysis

Asia’s AI race is accelerating, but a new study from ST Telemedia Global Data Centres and research partner Ecosystm shows that the continent’s biggest obstacle is not model sophistication—it’s the underlying infrastructure. Surveying more than 600 senior executives across banking, manufacturing and government, the report finds that a mere 16% of organisations have AI strategies supported by scalable compute, storage and network resources, while only 1% have fully integrated AI into core operations. The data paints a stark picture of a region where ambition outpaces the hardware and governance needed to deliver real‑world outcomes.

For Thailand and its Southeast Asian peers, the findings carry weighty implications. With 71% of firms trapped in pilot mode, limited budget allocations—less than 5% of overall IT spend—compound talent shortages in data science and operations. Companies that have moved beyond experimentation report a 72% success rate, underscoring how infrastructure investment translates into tangible returns. The study also highlights a misalignment in vendor selection: many organisations prioritize security and reliability while under‑weighting scalability and cost efficiency, leaving them vulnerable to network latency and storage constraints that stifle AI workloads.

Looking ahead, the report envisions a "hyper‑connected" Asian digital ecosystem where mature markets provide governance and emerging economies supply high‑density AI compute. If Thailand can close its infrastructure and talent gaps, it stands to become a pivotal node in the global AI supply chain, driving employment in data‑centre operations and AI infrastructure management. Policymakers and CEOs alike must prioritize scalable, AI‑ready platforms and upskill talent to convert lofty AI ambitions into sustained economic growth.