Google has just made one of its biggest bets yet on designing its own chips, and the ripple from it runs straight through Penang. In a deal disclosed this week, chipmaker Marvell handed Google the option to buy a stake worth about US$12.2 billion (roughly RM52 billion), part of a wider agreement to build the custom silicon that runs Google's data centres. It is a boardroom move in California, but the work it points to, the finishing and packaging of chips like these, is exactly the business Malaysia has spent years and billions positioning itself to win.
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The deal, in plain terms
Marvell granted Google a warrant to buy up to 58.97 million of its shares at US$206.58 each, which would make Google its fifth-largest shareholder if fully exercised. CNBC reported that the commercial agreement was signed on 29 July and could be worth roughly US$120 billion in revenue to Marvell through 2033 if Google keeps hitting its targets. In return, Marvell will develop AI inference accelerators along with the storage, networking, memory controllers and near-memory computing that Google's in-house TPU chips depend on. Marvell shares rose around 10% on the news. Broadcom, its larger rival in the custom-chip business, fell about 3%.
The signal underneath the numbers is the part that matters. The giants that run the internet are increasingly designing their own processors instead of buying general-purpose graphics chips off the shelf, and they are pulling partners like Marvell deeper into that work. Every one of those custom chips still has to be physically built, and modern AI silicon is now far too big and too complex to be made in a single step.
Why this is quietly Malaysia's story
Here is the part that never makes the international headlines. A finished AI chip is no longer one slab of silicon. It is several pieces, often from different factories, stacked and wired together with banks of high-bandwidth memory sitting right beside the processor. That stitching-together stage is called advanced packaging, and it is the fastest-growing, highest-value corner of chipmaking. It is also a corner Malaysia already works in at scale.
Penang and Kulim have been assembling, testing and packaging the world's chips for half a century, and the country is now spending heavily to move up from basic work into the advanced kind these AI processors need. Intel's new advanced packaging plant in Penang, part of a RM12 billion commitment, is due to begin operations later this year. The government has put RM185 million behind local firms making the same jump. And five Malaysian companies, including Inari Amertron, Pentamaster and SkyeChip, have formed a consortium aiming to capture 7% of the global advanced packaging market, about US$5 billion a year, by 2035.
So when Google commits billions to custom chips through Marvell, it is adding to a wave of demand for precisely the step Malaysian firms and Malaysian engineers are being built to handle. It is the same logic behind the country's push to build its own AI rather than just use it. The money and the ambition keep pointing at the same place.
What to watch
None of this is guaranteed to land here. The design work and the fattest margins still sit with the American firms, and advanced packaging is a fiercely contested field where Taiwan, South Korea and China are spending just as aggressively. There is also the awkward truth Malaysian buyers already feel: as memory and advanced chips grow scarcer and pricier, the devices in our pockets get more expensive too, a squeeze we broke down in why phones keep getting more expensive this year. Whether Malaysia turns its packaging head start into lasting value depends on execution, not press releases.
For now the takeaway is simple. The next generation of AI chips is being ordered in California, and a meaningful share of the hands that finish them will be in Penang.
Images courtesy of Laura Ockel, Phuoc Sang and Kevin Ache on Unsplash.
