Semiconductor & Technology Specialist, Ingenuity

William Keating

Semiconductor & Technology Specialist

Ingenuity

Our focus is exclusively on in-depth research & consulting in the broader semiconductor industry. We focus on the key players, namely Intel, Micron, Qualcomm, Apple, Samsung, NVIDIA, AMD, TSMC & Global Foundries - as well as some of the lesser known, but nonetheless critical, companies such as ASML (for EUV), Mellanox, Cavium, Xilinx etc. We specialise in their products, roadmaps, process technologies, competitive advantages & threats etc. We also help our clients understand the implications of new and emerging technologies, e.g. 3D X-Point, 3D NAND, Carbon Nanotubes, Autonomous Driving, Graphene, Silicon Photonics, Wafer-Level Optics, Artificial Intelligence, FPGA, GPU, ASIC etc. 

Semiconductor Analysis & Research

Thematic (Sector/Industry)

<ul>
<li>On April 2, 2026, a bipartisan group of US lawmakers introduced H.R. 8170, the Multilateral Alignment of Technology Controls on Hardware Act, or the MATCH Act. </li>
<li>Three weeks later, on April 22, the House Foreign Affairs Committee advanced it in what lawmakers called ”the largest significant export control mark-up in the history of Congress.”</li>
<li>If enacted, the immersion DUV ban will deal a serious blow to China's semiconductor ambitions in the medium term. It will also greatly accelerate Chinese efforts to develop their own... </li>
</ul>


On April 2, 2026, a bipartisan group of US lawmakers introduced H.R. 8170, the Multilateral Alignment of Technology Controls on Hardware Act, or the MATCH Act. 
Three weeks later, on April 22, the House Foreign Affairs Committee advanced it in what lawmakers called ”the largest significant export control mark-up in the history of Congress.”
If enacted, the immersion DUV ban will deal a serious blow to China's semiconductor ambitions in the medium term. It will also greatly accelerate Chinese efforts to develop their own... 


US Semiconductor China Export Restrictions. Game, Set & Now Let's Try MATCH!

Equity Long-Short, Semiconductors, Fabricated Knowledge

Douglas O'Laughlin

Equity Long-Short, Semiconductors

Fabricated Knowledge

Learn more about the world's most important manufactured product. Meaningful insight, timely analysis, and an occasional investment idea.

<ul><li>Semicap is strong, Subsystems are not. That will change.</li><li>I think <a href="https://www.smartkarma.com/entities/mks-instruments-inc" target="_blank" data-smartkarma-citation="entities:5970" rel="noopener">Mks Instruments (MKSI US)</a>, <a href="https://www.smartkarma.com/entities/ultra-clean-holdings-inc" target="_blank" data-smartkarma-citation="entities:19849" rel="noopener">Ultra Clean Holdings (UCTT US)</a>, and <a href="https://www.smartkarma.com/entities/ichor-holdings-ltd" target="_blank" data-smartkarma-citation="entities:26449" rel="noopener">Ichor Holdings (ICHR US)</a> are likely good 12+ month longs as NAND spending increases, and they blow out estimates for multiple quarters in a row.</li><li>The factor-driven size difference drives the opportunity, and they should benefit well on a relative basis next year.</li></ul>

Semicap is strong, Subsystems are not. That will change.I think Mks Instruments (MKSI US), Ultra Clean Holdings (UCTT US), and Ichor Holdings (ICHR US) are likely good 12+ month longs as NAND spending increases, and they blow out estimates for multiple quarters in a row.The factor-driven size difference drives the opportunity, and they should benefit well on a relative basis next year.

<ul><li>Welcome to the Halloween Earnings Edition. It's a spooky time in markets.</li><li>So far, there’s been a lot of volatility this earnings season, specifically around the Magnificent 7. Let’s discuss.</li><li>I won’t discuss each company specifically, but I will focus on the high-level capex commentary.</li></ul>

Welcome to the Halloween Earnings Edition. It's a spooky time in markets.So far, there’s been a lot of volatility this earnings season, specifically around the Magnificent 7. Let’s discuss.I won’t discuss each company specifically, but I will focus on the high-level capex commentary.

Halloween Earnings Season 🎃 (Hyperscalers, TXN, VICR, SK Hynix, KLAC, MXL, INTC, AWE, ACMR, BESI)

Technology / Semiconductor / Internet Research

Nicolas Baratte

Equity Bottom-Up

<ul>
<li>AMAT was the last SPE vendor to report, like others it has revised up its revenue outlook.</li>
<li>Similarly, estimates for the end-market, the semiconductor market, are going up, supported by a strong 1Q earnings season, and strong guidance.</li>
<li>Positive: growth keeps beating expectations. Negative: peak growth in 2026-27, valuations, maybe?</li>
</ul>


AMAT was the last SPE vendor to report, like others it has revised up its revenue outlook.
Similarly, estimates for the end-market, the semiconductor market, are going up, supported by a strong 1Q earnings season, and strong guidance.
Positive: growth keeps beating expectations. Negative: peak growth in 2026-27, valuations, maybe?


Semiconductor Production Equipment (SPE): All Big Firms Have Increased Revenue Forecasts

Managing Director, Zero One, Zero One

Vincent Fernando, CFA

Managing Director, Zero One

Zero One

Founded in 2015, Zero One produces independent investment research and provides corporate finance advisory services with a focus on both listed and private technology companies. Founder Vincent Fernando has over 20 years of experience in US and Asia capital markets.

Independent Investment Research

TSMC (Taiwan Semiconductor Manufacturing) / Equity Bottom-Up

TSMC (Taiwan Semiconductor Manufacturing) (TSM US)

TSMC (Taiwan Semiconductor Manufacturing)

<ul>
<li>
Record 66.2% gross margin beat guidance by 120bps; management raised full-year revenue growth to "above 30%" and capex to high end of $52-56B on insatiable AI demand. </li>
<li>
Supply constraints persist through 2027 as TSMC builds three new N3 fabs globally. AI accelerator revenue CAGR reaffirmed at "higher-50s" through 2029. </li>
<li>
Supply chain scorecard: strongly positive for ASML, SK Hynix,  ASE; mixed for MediaTek and Apple; negative for Intel and Samsung  foundry competitiveness.</li>
</ul>



Record 66.2% gross margin beat guidance by 120bps; management raised full-year revenue growth to "above 30%" and capex to high end of $52-56B on insatiable AI demand. 

Supply constraints persist through 2027 as TSMC builds three new N3 fabs globally. AI accelerator revenue CAGR reaffirmed at "higher-50s" through 2029. 

Supply chain scorecard: strongly positive for ASML, SK Hynix,  ASE; mixed for MediaTek and Apple; negative for Intel and Samsung  foundry competitiveness.


TSMC 1Q26: 66% Gross Margin Beat — What It Means for ASML, NVIDIA, MediaTek & 7 More

United States

KLA-Tencor Corporation manufactures yield management and process monitoring systems for the semiconductor industry.  The Company's systems are used to analyze product and process quality at critical steps in the manufacture of circuits and provide feedback so that fabrication problems can be identified. KLA-Tencor operates sales, service, and application centers worldwide.

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KLA-Tencor Corp (KLAC US)

US Semiconductor China Export Restrictions. Game, Set & Now Let's Try MATCH!

If enacted, the immersion DUV ban will deal a serious blow to China's semiconductor ambitions in the medium term. It will also greatly accelerate...

William Keating

Why Subsystems Now

I think MKSI, UCTT, and ICHR are likely good 12+ month longs as NAND spending increases, and they blow out estimates for multiple quarters in a row.

Fabricated Knowledge

Halloween Earnings Season 🎃 (Hyperscalers, TXN, VICR, SK Hynix, KLAC, MXL, INTC, AWE, ACMR, BESI)

Welcome to the Halloween Earnings Edition. It's a spooky time in markets. So far, there’s been a lot of volatility this earnings season,...

Fabricated Knowledge

Semiconductor Production Equipment (SPE): All Big Firms Have Increased Revenue Forecasts

AMAT raises revenue outlook along with positive semiconductor market growth, but concerns arise over peak growth in 2026-27 and valuations.

Nicolas Baratte

TSMC 1Q26: 66% Gross Margin Beat — What It Means for ASML, NVIDIA, MediaTek & 7 More

Record gross margin beat and raised revenue guidance due to AI demand; supply constraints persist through 2027 with TSMC building new fabs; supply...

Vincent Fernando, CFA

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52-week Range

Market Cap (USDm)

P/E

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US Semiconductor China Export Restrictions. Game, Set & Now Let's Try MATCH!

If enacted, the immersion DUV ban will deal a serious blow to China's semiconductor ambitions in the medium term. It will also greatly accelerate...

William Keating

Why Subsystems Now

I think MKSI, UCTT, and ICHR are likely good 12+ month longs as NAND spending increases, and they blow out estimates for multiple quarters in a row.

Fabricated Knowledge

Halloween Earnings Season 🎃 (Hyperscalers, TXN, VICR, SK Hynix, KLAC, MXL, INTC, AWE, ACMR, BESI)

Welcome to the Halloween Earnings Edition. It's a spooky time in markets. So far, there’s been a lot of volatility this earnings season,...

Fabricated Knowledge

Semiconductor Production Equipment (SPE): All Big Firms Have Increased Revenue Forecasts

​AMAT raises revenue outlook along with positive semiconductor market growth, but concerns arise over peak growth in 2026-27 and valuations.

Nicolas Baratte

TSMC 1Q26: 66% Gross Margin Beat — What It Means for ASML, NVIDIA, MediaTek & 7 More

​Record gross margin beat and raised revenue guidance due to AI demand; supply constraints persist through 2027 with TSMC building new fabs; supply...

Vincent Fernando, CFA

AMAT raises revenue outlook along with positive semiconductor market growth, but concerns arise over peak growth in 2026-27 and valuations.

Record gross margin beat and raised revenue guidance due to AI demand; supply constraints persist through 2027 with TSMC building new fabs; supply...