Live Recap 3: Inside the SGX AI Value Chain — The Picks-and-Shovels Strategy
1.Live Review Introduction
Tiger Brokers livestream hosted by Esther, featuring Kenny Tay, CEO of the Singapore AI Association (SAIA) and Founder of AI49 International Group, and Kenny Loh, Wealth Advisory Director, S-REIT specialist and SGX Academy trainer. Together, they bridged the gap between AI hype and AI impact — what AI really means for business and careers, and how to invest in the AI theme through SGX.
Disclaimer: This session has not been reviewed by the Monetary Authority of Singapore. All views expressed are those of the speakers and not of Tiger Brokers or its affiliates. Today's session is strictly for education and discussion purposes and does not constitute financial advice.
Want to see more of the livestream recap? Check it out here>>
2. Why AI Isn't a Dot-Com Bubble
Every time you use an AI tool, a long chain of infrastructure sits behind it: telco fibre connections, data centres, electricity and water for cooling, semiconductor chips, and the equipment used to build them. Kenny Loh's view is that AI is not a repeat of the dot-com bubble precisely because that broad industrial ecosystem — not just a handful of software applications — has to be built out first, and the world is still in the infant stage of that build-out. Healthcare, finance, manufacturing, transportation, and retail are all still early in meaningful AI adoption, with far more to come in predictive diagnostics, fraud detection and automated trading, predictive maintenance, and autonomous systems.
3. The Picks-and-Shovels Strategy
Rather than chasing AI's highest-profile end products — which tend to carry high valuations and high volatility, largely on Wall Street — Kenny Loh's framework focuses on the picks-and-shovels layer: the infrastructure, equipment, and services enabling the AI build-out. SGX's own AI-exposed listings sit almost entirely in this layer, offering income-oriented exposure to AI rather than pure growth. The global AI supply chain runs from wafer fabrication, through assembly and testing, to server racking, hosting and powering, and finally cloud delivery.
4. SGX's Hardware and Manufacturing Names
Within Singapore's listed AI-hardware ecosystem: UMS Integration and Frencken Group sit in front-end precision — ultra-high-precision mechanical modules and structural mechatronics used in wafer fabrication. Micro-Mechanics supplies consumable tools and dies that need frequent replacement due to wear in the manufacturing process. AEM Holdings focuses on back-end system-level test handlers, testing equipment before it ships out. Each has a different point of exposure across the AI hardware value chain, and Kenny Loh's suggested approach is to check each company's own management commentary — chairman's statements and reports — to gauge the extent and growth of its AI-linked business, rather than assuming exposure from the sector label alone.
5. Data Centre REITs: Singapore's Digital Real Estate Play
Five Singapore-listed REITs currently carry AI-linked data centre exposure. Digital Core REIT and Keppel DC REIT are close to pure-play data centre REITs — Keppel DC REIT holds 25 data centres across 10 countries and isn't purely hyperscaler-focused, while Digital Core REIT leans toward tier-1 cloud markets. NTT DC REIT is a Japan-anchored data centre play with properties across the US, Europe, and Japan, backed by GIC. Mapletree Industrial Trust carries over 50% of its portfolio in data centres across North America, Japan, and Singapore, while CapitaLand Ascendas REIT has a smaller but growing roughly 8–9% exposure. Distributions across this group have ranged broadly from around 4% up to close to 7%, though several — including Keppel DC REIT and NTT DC REIT — trade in USD, adding a currency dimension to consider.
6. The Cloud-Delivery Layer
Beyond hardware and data centres, Singtel plays a role connecting hardware capability to localised enterprise AI applications, linking into hyperscaler infrastructure — and was flagged as one of the names market chatter has linked to a potential future data centre REIT listing or spin-off, alongside ongoing exploration of a next-generation data centre expansion.
Closing Takeaway
SGX's AI exposure looks different from Wall Street's — it's concentrated in infrastructure and hardware rather than software, offering a more income-oriented, arguably more stable way to participate in the theme. Next, how to think about the broader global AI investing landscape — public markets, private markets, and ETFs — and how to actually structure a portfolio around it.
7. Risk Reminder
High-volatility AI and technology-related stocks carry substantial trading risks. This content is for general education purposes only and does not constitute financial or investment advice. Please conduct independent research or consult a financial adviser before making investment decisions.
8. Post-Event Resources
Viewers can follow Kenny Loh on the Tiger Community, his YouTube channel Kenny Loh Financial Wisdom, or via Tothemoon (Kenny_Loh / REITsavvy). The full livestream replay is available on the Tiger Trade app.
Disclaimer: Investing carries risk. This is not financial advice. The above content should not be regarded as an offer, recommendation, or solicitation on acquiring or disposing of any financial products, any associated discussions, comments, or posts by author or other users should not be considered as such either. It is solely for general information purpose only, which does not consider your own investment objectives, financial situations or needs. TTM assumes no responsibility or warranty for the accuracy and completeness of the information, investors should do their own research and may seek professional advice before investing.
