Factor Investing
Investors are looking to maximise their returns while keeping their risks under control, and at the sophisticated end of modern finance, another approach is factor investing, whose popularity in current times appears on the rise. This is gaining traction because the emphasis on particular risk and return drivers empowers investors toward more informed decisions. The term is more than just a buzzword; it has sound academic research backing and proven market results. In this blog, we will explain what factor investing is, what the kinds of factors are, and how such a strategy works in different asset classes.
Table of Contents
What is Factor Investing?
Factor investing is a form of investment that seeks to identify and capitalise on factors, supposedly driving the risk and return of the marketplace. A factor can be defined as an attribute or characteristic responsible for describing the return of an asset or group of assets. The factor can either be a vast market force or a particular attribute that congregates the price of an asset. Traditional investment typically consists of a decision on either stocks or bonds, depending on the trending market or the performance of the company. In contrast, factor investing goes one step further in the isolation of such heterogeneous factors that influence an asset’s behaviour; examples include value, size, and volatility, amongst others. These are then exploited in the construction of a portfolio in the pursuit of enhanced risk-adjusted returns.
By targeting the factors that decrease unwanted risks, investors can fine-tune their portfolios. This strategy is very popular among institutional investors but has recently gained huge momentum among individual investors.
Understanding Factors Invest
Factor investing reduces the idiosyncratic world of investment to more easily digested components. Moving away from the stock or bond as a unit of investment prescribes a clear focus on its performance drivers. These drivers may be separated into macroeconomic factors, which generally affect the market, and style factors, which are more narrowly asset specific.
Exogenous macroeconomic factors include economic growth, inflation, and interest rates. These affect the whole market and asset classes. Style factors, such as company size or financial health, can be considered attributes of individual assets in isolation.
These style factors then help investors construct a portfolio that targets goals, including low volatility or high returns. Investors who are aware of the market factors are better positioned to make better choices and effectively manage risk.
Types of Factor Investing
Factor investing strategies make use of a few widely recognized and used key factors. The basis of these factors is that they have been researched at length and are, therefore, known to influence asset prices. These include:
- Value Factor
The value factor looks for relatively undervalued assets compared to their intrinsic value. This is often done by finding stocks or bonds trading at less than their historic price or relative to the general market. Value investors believe that over time, the market will break even, and an undervalued asset can grow in value.
- Size Factor
Size factor: It refers to an organisation’s market capitalisation. In the long run, smaller companies yield greater returns than larger companies due to the volatility of small-cap stocks over large-cap stocks. This is explained by the fact that smaller companies have more scope for growth but are less stable than bigger ones.
- Momentum Factor
The factor of momentum capitalises on the phenomenon of assets that have performed well in the past and will continue to perform well shortly. Momentum investors seek to exploit short- to medium-term trends in stock prices.
- Volatility Factor
This factor focuses on the risk level of an asset. Stocks with low volatility have above-average long-term performance since they usually provide stable returns. Investors who target the volatility factor do this to reduce risk while keeping the return.
- Quality Factor
Quality investing thus seeks assets with sound fundamentals, such as profitability, low debt, and stable earnings. High-quality companies can only perform well in the long run, especially when the market presents uncertainty.
Factor Investing in Different Asset Classes
Factor investing can be applied to multiple asset classes, which include equities, fixed income, and commodities. Value and momentum are two commonly deployed factors in selecting stocks that presumably outperform the benchmarks. Other commodities, such as gold or oil, are also susceptible to factors like momentum and macroeconomic trends. The factors applied to equities include value and momentum in picking stocks that outperform benchmarks. Fixed income employs variables like credit quality and duration in managing risk and optimising return.
This flexibility of factor investing can help an investor create diversified portfolios across different asset classes, spreading risk and thereby increasing return. For example, he can combine low-volatility stocks with high-quality bonds to create a well-diversified portfolio.
Examples of Factor Investing
Two examples will help us better understand how this style of investment works in real life.
1: Value Factor in the US Stock Market
It would be applied in the US to determine the value factor for investors to find stocks below their intrinsic value. Therefore, these kinds of investors would invest in companies like XYZ Corporation, whose finances are strong but trade below their historical P/E ratio. The investment principle behind this decision is that with time, the market would revert to the correct value of the company when the pricing is correct, and a profit could be made.
2: Momentum Factor in Singapore
A Singapore investor may select stocks based on the momentum factor. When a particular company, such as ABC Ltd, has been steadily rising over the past half a year, momentum investors may assume that such trends will flow well into the future; hence, the stock may appreciate a while more soon.
Frequently Asked Questions
The common factors in play within factor investing include value, size, momentum, volatility, and quality. Informed by decades of academic research, these factors provide reliable indicators of how various assets will perform over time
Therefore, factor investing is essentially different from traditional forms since the former focuses on characteristic-oriented investing to drive the twin elements of risk and return. This would mean that stock or bond selection is made in terms of company performance or market trends. Where volatility or quality may be ignored as parameters of traditional investing, the target is made on those specific elements in factor investing.
An investor may merge various factors into a portfolio to achieve a balanced risk-return profile. For instance, the combination of value and momentum factors allows an investor to profit from undervalued stocks and short-term trends. In other words, diversification across the factors is necessary to manage risk effectively.
Timing a factor means increasing or decreasing exposure to it based on market conditions. For example, an investor might try to increase the volatility factor during unstable markets. While factor timing can enhance returns, it is difficult to implement continuously since timing the market has repeatedly proved difficult.
Factor investing involves selecting the right factors to fit your investment goals and risk tolerance. Most ETFs and mutual funds are designed for factor investing, making it much easier for individual investors to attain exposure to these strategies. Investors, for example, can choose an ETF targeting a portfolio of low-volatility stocks or high-quality bonds.
Related Terms
- Compound Yield
- Discretionary Accounts
- Industry Groups
- Growth Rate
- Foreign Direct Investment (FDI)
- Floating Dividend Rate
- Real Return
- Non-Diversifiable Risk
- Liability-Driven Investment (LDI)
- Guaranteed Investment Contract (GIC)
- Flash Crash
- Cost Basis
- Deferred Annuity
- Cash-on-Cash Return
- Bubble
- Compound Yield
- Discretionary Accounts
- Industry Groups
- Growth Rate
- Foreign Direct Investment (FDI)
- Floating Dividend Rate
- Real Return
- Non-Diversifiable Risk
- Liability-Driven Investment (LDI)
- Guaranteed Investment Contract (GIC)
- Flash Crash
- Cost Basis
- Deferred Annuity
- Cash-on-Cash Return
- Bubble
- Asset Play
- Accrued Market Discount
- Inflation Hedge
- Incremental Yield
- Holding Period Return
- Hedge Effectiveness
- Fallen Angel
- EBITDA Margin
- Dollar Rolls
- Dividend Declaration Date
- Distribution Yield
- Derivative Security
- Fiduciary
- Current Yield
- Core Position
- Cash Dividend
- Broken Date
- Share Classes
- Valuation Point
- Breadth Thrust Indicator
- Book-Entry Security
- Bearish Engulfing
- Core inflation
- Approvеd Invеstmеnts
- Allotment
- Annual Earnings Growth
- Solvency
- Impersonators
- Reinvestment date
- Volatile Market
- Trustee
- Sum-of-the-Parts Valuation (SOTP)
- Proxy Voting
- Passive Income
- Diversifying Portfolio
- Open-ended scheme
- Capital Gains Distribution
- Investment Insights
- Discounted Cash Flow (DCF)
- Portfolio manager
- Net assets
- Nominal Return
- Systematic Investment Plan
- Issuer Risk
- Fundamental Analysis
- Account Equity
- Withdrawal
- Realised Profit/Loss
- Unrealised Profit/Loss
- Negotiable Certificates of Deposit
- High-Quality Securities
- Shareholder Yield
- Conversion Privilege
- Cash Reserve
- Open-Ended Investment Company
- Front-End Load
- Tracking Error
- Replication
- Real Yield
- DSPP
- Bought Deal
- Bulletin Board System
- Portfolio turnover rate
- Reinvestment privilege
- Initial purchase
- Subsequent Purchase
- Fund Manager
- Target Price
- Top Holdings
- Liquidation
- Direct market access
- Deficit interest
- EPS forecast
- Adjusted distributed income
- International securities exchanges
- Margin Requirement
- Pledged Asset
- Stochastic Oscillator
- Prepayment risk
- Homemade leverage
- Prime bank investments
- ESG
- Capitulation
- Shareholder service fees
- Insurable Interest
- Minority Interest
- Passive Investing
- Market cycle
- Progressive tax
- Correlation
- NFT
- Carbon credits
- Hyperinflation
- Hostile takeover
- Travel insurance
- Money market
- Dividend investing
- Digital Assets
- Coupon yield
- Counterparty
- Sharpe ratio
- Alpha and beta
- Investment advisory
- Wealth management
- Variable annuity
- Asset management
- Value of Land
- Investment Policy
- Investment Horizon
- Forward Contracts
- Equity Hedging
- Encumbrance
- Money Market Instruments
- Share Market
- Opening price
- Transfer of Shares
- Alternative investments
- Lumpsum
- Derivatives market
- Operating assets
- Hypothecation
- Accumulated dividend
- Assets under management
- Endowment
- Return on investment
- Investments
- Acceleration clause
- Heat maps
- Lock-in period
- Tranches
- Stock Keeping Unit
- Real Estate Investment Trusts
- Prospectus
- Turnover
- Tangible assets
- Preference Shares
- Open-ended investment company
- Ordinary Shares
- Leverage
- Standard deviation
- Independent financial adviser
- ESG investing
- Earnest Money
- Primary market
- Leveraged Loan
- Transferring assets
- Shares
- Fixed annuity
- Underlying asset
- Quick asset
- Portfolio
- Mutual fund
- Xenocurrency
- Bitcoin Mining
- Option contract
- Depreciation
- Inflation
- Cryptocurrency
- Options
- Fixed income
- Asset
- Reinvestment option
- Capital appreciation
- Style Box
- Top-down Investing
- Trail commission
- Unit holder
- Yield curve
- Rebalancing
- Vesting
- Private equity
- Bull Market
- Absolute Return
- Leaseback
- Impact investing
- Venture Capital
- Buy limit
- Asset stripper
- Volatility
- Investment objective
- Annuity
- Sustainable investing
- Face-amount certificate
- Lipper ratings
- Investment stewardship
- Average accounting return
- Asset class
- Active management
- Breakpoint
- Expense ratio
- Bear market
- Hedging
- Equity options
- Dollar-Cost Averaging (DCA)
- Due Diligence
- Contrarian Investor
Most Popular Terms
Other Terms
- Bond Convexity
- Brokerage Account
- Green Bond Principles
- Gamma Scalping
- Funding Ratio
- Free-Float Methodology
- Flight to Quality
- Protective Put
- Perpetual Bond
- Option Adjusted Spread (OAS)
- Merger Arbitrage
- Income Bonds
- Equity Carve-Outs
- Cost of Equity
- Earning Surprise
- Capital Adequacy Ratio (CAR)
- Beta Risk
- Bear Spread
- Ladder Strategy
- Junk Status
- Intrinsic Value of Stock
- Interest-Only Bonds (IO)
- Interest Coverage Ratio
- Industry Groups
- Industrial Bonds
- Income Statement
- Historical Volatility (HV)
- Flat Yield Curve
- Exotic Options
- Execution Risk
- Exchange-Traded Notes
- Event-Driven Strategy
- Eurodollar Bonds
- Enhanced Index Fund
- Embedded Options
- Dynamic Asset Allocation
- Dual-Currency Bond
- Downside Capture Ratio
- Dividend Capture Strategy
- Depositary Receipts
- Delta Neutral
- Deferment Payment Option
- Dark Pools
- Death Cross
- Debt-to-Equity Ratio
- Fixed-to-floating rate bonds
- First Call Date
- Financial Futures
- Firm Order
- Credit Default Swap (CDS)
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Gold in 2026: Why Analysts Believe the Rally May Continue
Gold has emerged as one of the strongest-performing major asset classes, attracting investors seeking portfolio diversification and protection against economic uncertainty. After delivering exceptional returns in 2025, many market analysts continue to see upside potential for gold in 2026. Gold at a Glance Metric Value Spot Gold Price (11 June 2026) US$4,073/oz 2026 Peak Price US$5,595/oz J.P. Morgan Bull Case Target US$6,300/oz 2025 Return +60% These figures illustrate why gold remains one of the most discussed asset classes among investors. Ways to Invest in Gold Investors can gain exposure to gold through several investment vehicles, each offering different benefits and risks. Investment Type Suitable For Key Benefits Physical Gold Long-term holders Direct ownership Gold ETFs Most retail investors Low cost, easy trading Mining Stocks Growth investors Potentially higher returns Futures & CFDs Experienced traders Leveraged exposure Why Many Investors Prefer Gold ETFs Gold ETFs have become one of the easiest ways to invest in gold because they offer exposure to the price of gold without the need to buy, store, or insure physical bullion. The infographic compares US-listed Gold ETFs and highlights their management fees and fund sizes. The Investment Case for Gold Gold has historically been viewed as both a defensive asset and a portfolio diversifier. During periods of inflation, geopolitical uncertainty, or financial market volatility, investors often increase their allocations to gold. Why Investors Consider Gold Acts as a hedge against inflation Diversifies investment portfolios Preserves purchasing power over time Can perform well during market uncertainty Offers high global liquidity Should You Buy Physical Gold or Gold ETFs? For most retail investors, Gold ETFs offer several advantages: Feature Physical Gold Gold ETF Storage Required Yes No Easy to Trade Limited Yes Brokerage Account No Yes Liquidity Moderate High Ongoing Costs Storage & Insurance Management Fee Frequently Asked Questions [market_journal_faq] Disclaimer These commentaries are intended for general circulation and do not have regard to the specific investment objectives, financial situation and particular needs of any person. Accordingly, no warranty whatsoever is given and no liability whatsoever is accepted for any loss arising whether directly or indirectly as a result of any person acting based on this information. You should seek advice from a financial adviser regarding the suitability of any investment product(s) mentioned herein, taking into account your specific investment objectives, financial situation or particular needs, before making a commitment to invest in such products. Opinions expressed in these commentaries are subject to change without notice. Investments are subject to investment risks including the possible loss of the principal amount invested. The value of units in any fund and the income from them may fall as well as rise. Past performance figures as well as any projection or forecast used in these commentaries are not necessarily indicative of future or likely performance. Phillip Securities Pte Ltd (PSPL), its directors, connected persons or employees may from time to time have an interest in the financial instruments mentioned in these commentaries. The information contained in these commentaries has been obtained from public sources which PSPL has no reason to believe are unreliable and any analysis, forecasts, projections, expectations and opinions (collectively the “Research”) contained in these commentaries are based on such information and are expressions of belief only. PSPL has not verified this information and no representation or warranty, express or implied, is made that such information or Research is accurate, complete or verified or should be relied upon as such. Any such information or Research contained in these commentaries are subject to change, and PSPL shall not have any responsibility to maintain the information or Research made available or to supply any corrections, updates or releases in connection therewith. In no event will PSPL be liable for any special, indirect, incidental or consequential damages which may be incurred from the use of the information or Research made available, even if it has been advised of the possibility of such damages. The companies and their employees mentioned in these commentaries cannot be held liable for any errors, inaccuracies and/or omissions howsoever caused. Any opinion or advice herein is made on a general basis and is subject to change without notice. The information provided in these commentaries may contain optimistic statements regarding future events or future financial performance of countries, markets or companies. You must make your own financial assessment of the relevance, accuracy and adequacy of the information provided in these commentaries. Views and any strategies described in these commentaries may not be suitable for all investors. Opinions expressed herein may differ from the opinions expressed by other units of PSPL or its connected persons and associates. Any reference to or discussion of investment products or commodities in these commentaries is purely for illustrative purposes only and must not be construed as a recommendation, an offer or solicitation for the subscription, purchase or sale of the investment products or commodities mentioned. This advertisement has not been reviewed by the Monetary Authority of Singapore.

Singapore Equities Show Strong Momentum as AI Cycle Drives Growth, Banks and Semiconductors Favoured
Market Performance and Outlook Singapore equities have demonstrated robust performance, posting their fourth consecutive quarter of gains with a 5.8% rise in 2Q26. The market reached record highs on 25th June and was up 11.3% for the first half of 2026. The ceasefire in the Middle East has particularly benefited transportation stocks, whilst increased volatility supported exchanges and banking shares. Expectations of bottoming interest rates have further rallied banking stocks, though energy-related equities have faced pressure from sluggish oil and gas capital expenditure and falling energy prices. AI Investment Cycle: Booming Not Bubbling Phillip Securities Research maintains that current market conditions do not constitute an AI bubble. The firm identifies several key factors supporting this view. Massive AI and data centre capital expenditure by hyperscalers, including Oracle and Meta, is expected to rise 73% in 2026 and 22% in 2027, cascading into substantial semiconductor purchases with billings rising 86% year-to-date to reach an annualised US$1 trillion . Wafer fabrication capital expenditure is projected to jump 40% year-on-year to US$175 billion. The driving force behind this spending stems from frontier AI models, particularly Anthropic and OpenAI, whose combined revenue could total US$85 billion this year. Under an S-curve growth trajectory, revenue is expected to reach US$300 billion by 2030, justifying the capital expenditure spike. Current technology sector valuations remain significantly below dot-com bubble levels, with Nvidia trading at 24 times price-to-earnings compared to Cisco's peak of 150 times forward price-to-earnings in 2000. Investment Strategy and Sector Preferences The research house favours banks, semiconductors, building materials, power, and higher-yielding REITs. Banking stocks benefit from resilient dividend yields of around 4% and loan growth surging towards 8% year-on-year, a four-year high. A major spike in deposits following the Middle East conflict, with March recording a S$66 billion jump compared to the prior five-year monthly average of S$9 billion , should help lower funding costs. Semiconductor stocks are expected to register the fastest growth, fuelled by record demand from key equipment customers including ASML, Applied Materials, and Lam Research. In construction, whilst order momentum has slowed, activity has increased, supporting a 29% rise in ready-mixed concrete demand. Frequently Asked Questions [market_journal_faq] This article has been auto-generated using PhillipGPT. It is based on a report by a Phillip Securities Research analyst. Disclaimer These commentaries are intended for general circulation and do not have regard to the specific investment objectives, financial situation and particular needs of any person. Accordingly, no warranty whatsoever is given and no liability whatsoever is accepted for any loss arising whether directly or indirectly as a result of any person acting based on this information. You should seek advice from a financial adviser regarding the suitability of any investment product(s) mentioned herein, taking into account your specific investment objectives, financial situation or particular needs, before making a commitment to invest in such products. Opinions expressed in these commentaries are subject to change without notice. Investments are subject to investment risks including the possible loss of the principal amount invested. The value of units in any fund and the income from them may fall as well as rise. Past performance figures as well as any projection or forecast used in these commentaries are not necessarily indicative of future or likely performance. Phillip Securities Pte Ltd (PSPL), its directors, connected persons or employees may from time to time have an interest in the financial instruments mentioned in these commentaries. The information contained in these commentaries has been obtained from public sources which PSPL has no reason to believe are unreliable and any analysis, forecasts, projections, expectations and opinions (collectively the “Research”) contained in these commentaries are based on such information and are expressions of belief only. PSPL has not verified this information and no representation or warranty, express or implied, is made that such information or Research is accurate, complete or verified or should be relied upon as such. Any such information or Research contained in these commentaries are subject to change, and PSPL shall not have any responsibility to maintain the information or Research made available or to supply any corrections, updates or releases in connection therewith. In no event will PSPL be liable for any special, indirect, incidental or consequential damages which may be incurred from the use of the information or Research made available, even if it has been advised of the possibility of such damages. The companies and their employees mentioned in these commentaries cannot be held liable for any errors, inaccuracies and/or omissions howsoever caused. Any opinion or advice herein is made on a general basis and is subject to change without notice. The information provided in these commentaries may contain optimistic statements regarding future events or future financial performance of countries, markets or companies. You must make your own financial assessment of the relevance, accuracy and adequacy of the information provided in these commentaries. Views and any strategies described in these commentaries may not be suitable for all investors. Opinions expressed herein may differ from the opinions expressed by other units of PSPL or its connected persons and associates. Any reference to or discussion of investment products or commodities in these commentaries is purely for illustrative purposes only and must not be construed as a recommendation, an offer or solicitation for the subscription, purchase or sale of the investment products or commodities mentioned. This advertisement has not been reviewed by the Monetary Authority of Singapore.

ETF Monthly Outlook: Sideways Consolidation Expected Across Most Asset Classes in July 2026
Market Overview and Performance Summary The ETF market landscape presents a mixed picture heading into July 2026, with most major asset classes expected to enter periods of sideways consolidation following varied performance in June. According to the latest monthly analysis, investors should prepare for range-bound trading across several key exchange-traded funds tracking major indices and commodities. Asset Class Performance Analysis Equities showed divergent trends during June, with the Vanguard S&P 500 ETF (VOO) ending two consecutive months of gains with a 0.9% decline. The fund is expected to extend its sideways consolidation from June into July as markets digest recent moves. In contrast, Singapore equities demonstrated strength, with the SPDR Singapore Equities ETF (ES3) posting its third consecutive monthly gain of 3% in June, though analysts expect consolidation after the ETF reached target levels. Fixed income markets remained relatively stable, with the iShares 7-10 Year Treasury Bond ETF (IEF) trading flat during June. The bond ETF is anticipated to remain range-bound between US$93.40 and US$95.40 in July, extending a sideways consolidation pattern that has persisted since mid-March. Commodities faced significant headwinds, particularly in the precious metals sector. The SPDR Gold MiniShares Trust (GLDM) recorded its fourth consecutive monthly decline, tumbling 11.6% in June. Despite this weakness, analysts expect sideways consolidation in July, with support likely to hold at US$77.50 should the price retest the swing low from October 2025. Energy sector weakness continued, with the SPDR S&P Oil & Gas Exploration & Production ETF (XOP) falling 5.4% in June, marking its third consecutive monthly decline. The ETF is expected to consolidate sideways in July, with support anticipated in the US$148 to US$154 area. Notable Underperformers The cryptocurrency space showed particular vulnerability, with the ProShares Bitcoin Strategy ETF (BITO) tumbling 20.2% in June, marking its second consecutive monthly decline. Unlike other asset classes, Bitcoin ETFs are expected to continue their bearish trend in July, potentially retesting the US$7.44 swing low from August 2024, representing a 6.7% downside from current levels. Asian markets also faced pressure, with the Hang Seng China Enterprises Index ETF (2828) declining 9.6% in June for its second consecutive monthly drop. However, sideways consolidation is expected, with support between HKD$74.65 and HKD$77.10. Frequently Asked Questions [market_journal_faq] This article has been auto-generated using PhillipGPT. It is based on a report by a Phillip Securities Research analyst. Disclaimer These commentaries are intended for general circulation and do not have regard to the specific investment objectives, financial situation and particular needs of any person. Accordingly, no warranty whatsoever is given and no liability whatsoever is accepted for any loss arising whether directly or indirectly as a result of any person acting based on this information. You should seek advice from a financial adviser regarding the suitability of any investment product(s) mentioned herein, taking into account your specific investment objectives, financial situation or particular needs, before making a commitment to invest in such products. Opinions expressed in these commentaries are subject to change without notice. Investments are subject to investment risks including the possible loss of the principal amount invested. The value of units in any fund and the income from them may fall as well as rise. Past performance figures as well as any projection or forecast used in these commentaries are not necessarily indicative of future or likely performance. Phillip Securities Pte Ltd (PSPL), its directors, connected persons or employees may from time to time have an interest in the financial instruments mentioned in these commentaries. The information contained in these commentaries has been obtained from public sources which PSPL has no reason to believe are unreliable and any analysis, forecasts, projections, expectations and opinions (collectively the “Research”) contained in these commentaries are based on such information and are expressions of belief only. PSPL has not verified this information and no representation or warranty, express or implied, is made that such information or Research is accurate, complete or verified or should be relied upon as such. Any such information or Research contained in these commentaries are subject to change, and PSPL shall not have any responsibility to maintain the information or Research made available or to supply any corrections, updates or releases in connection therewith. In no event will PSPL be liable for any special, indirect, incidental or consequential damages which may be incurred from the use of the information or Research made available, even if it has been advised of the possibility of such damages. The companies and their employees mentioned in these commentaries cannot be held liable for any errors, inaccuracies and/or omissions howsoever caused. Any opinion or advice herein is made on a general basis and is subject to change without notice. The information provided in these commentaries may contain optimistic statements regarding future events or future financial performance of countries, markets or companies. You must make your own financial assessment of the relevance, accuracy and adequacy of the information provided in these commentaries. Views and any strategies described in these commentaries may not be suitable for all investors. Opinions expressed herein may differ from the opinions expressed by other units of PSPL or its connected persons and associates. Any reference to or discussion of investment products or commodities in these commentaries is purely for illustrative purposes only and must not be construed as a recommendation, an offer or solicitation for the subscription, purchase or sale of the investment products or commodities mentioned. This advertisement has not been reviewed by the Monetary Authority of Singapore.

Software Sector Remains Resilient Amid AI Disruption Concerns
Market Performance and Sector Dynamics The software sector experienced notable volatility in the first quarter of 2026, with the iShares Expanded Tech-Software Sector ETF (IGV) declining 20% year-to-date despite a 4% quarter-on-quarter recovery. This performance significantly lagged the S&P 500's 8% gain, reflecting investor concerns about higher capital expenditure guidance and a rotation towards AI infrastructure plays. Within the ETF, performance diverged sharply across different software categories. Cybersecurity leaders Palo Alto Networks (PANW) and CrowdStrike (CRWD) outperformed, alongside data analytics companies MongoDB (MDB) and Snowflake (SNOW). However, traditional software-as-a-service (SaaS) companies faced significant pressure, with Palantir declining 40%, Adobe falling 44%, and Salesforce dropping 43% amid SaaS derating and concerns about agentic AI disruption. Fundamental Strength Persists Despite market pessimism surrounding potential AI disruption, the underlying fundamentals of the software sector remain robust. SaaS companies delivered their strongest revenue performance in 14 quarters, with last-12-months revenue growth accelerating to 17% year-on-year in the first quarter of 2026, representing a 4.4 percentage point improvement from the previous year. Large-cap SaaS companies demonstrated particular resilience, maintaining 17% year-on-year growth while preserving superior profitability metrics. This performance suggests that market leaders have experienced limited disruption from AI technologies, contrary to broader market concerns about sector-wide displacement. Investment Strategy and Outlook Phillip Securities Research maintains an OVERWEIGHT rating on the software sector, focusing on three key areas positioned to benefit from AI adoption: SaaS infrastructure, cybersecurity, and data analytics. Top stock picks include Microsoft, Oracle, Palantir, and Palo Alto Networks, supported by strong AI and cloud adoption trends, robust demand visibility, and growing cybersecurity requirements. The current valuation environment presents opportunities, with large-cap SaaS companies trading at EV/Sales ratios of 9.5 times, representing the negative one standard deviation level despite rising software revenue and net income. The strategy emphasizes companies that provide essential AI infrastructure, maintain mission-critical cybersecurity functions, and offer data analytics capabilities crucial for enterprise AI implementation. Frequently Asked Questions [market_journal_faq] This article has been auto-generated using PhillipGPT. It is based on a report by a Phillip Securities Research analyst. Disclaimer These commentaries are intended for general circulation and do not have regard to the specific investment objectives, financial situation and particular needs of any person. Accordingly, no warranty whatsoever is given and no liability whatsoever is accepted for any loss arising whether directly or indirectly as a result of any person acting based on this information. You should seek advice from a financial adviser regarding the suitability of any investment product(s) mentioned herein, taking into account your specific investment objectives, financial situation or particular needs, before making a commitment to invest in such products. Opinions expressed in these commentaries are subject to change without notice. Investments are subject to investment risks including the possible loss of the principal amount invested. The value of units in any fund and the income from them may fall as well as rise. Past performance figures as well as any projection or forecast used in these commentaries are not necessarily indicative of future or likely performance. Phillip Securities Pte Ltd (PSPL), its directors, connected persons or employees may from time to time have an interest in the financial instruments mentioned in these commentaries. The information contained in these commentaries has been obtained from public sources which PSPL has no reason to believe are unreliable and any analysis, forecasts, projections, expectations and opinions (collectively the “Research”) contained in these commentaries are based on such information and are expressions of belief only. PSPL has not verified this information and no representation or warranty, express or implied, is made that such information or Research is accurate, complete or verified or should be relied upon as such. Any such information or Research contained in these commentaries are subject to change, and PSPL shall not have any responsibility to maintain the information or Research made available or to supply any corrections, updates or releases in connection therewith. In no event will PSPL be liable for any special, indirect, incidental or consequential damages which may be incurred from the use of the information or Research made available, even if it has been advised of the possibility of such damages. The companies and their employees mentioned in these commentaries cannot be held liable for any errors, inaccuracies and/or omissions howsoever caused. Any opinion or advice herein is made on a general basis and is subject to change without notice. The information provided in these commentaries may contain optimistic statements regarding future events or future financial performance of countries, markets or companies. You must make your own financial assessment of the relevance, accuracy and adequacy of the information provided in these commentaries. Views and any strategies described in these commentaries may not be suitable for all investors. Opinions expressed herein may differ from the opinions expressed by other units of PSPL or its connected persons and associates. Any reference to or discussion of investment products or commodities in these commentaries is purely for illustrative purposes only and must not be construed as a recommendation, an offer or solicitation for the subscription, purchase or sale of the investment products or commodities mentioned. This advertisement has not been reviewed by the Monetary Authority of Singapore.

UltraGreen.ai Positioned for Growth with ICG Platform Expansion, BUY Rating and US$1.92 Target Price
Phillip Securities Research has initiated coverage on UltraGreen.ai with a BUY rating and target price of US$1.92, highlighting the company's transformation from a traditional dye and hardware business into an integrated indocyanine green (ICG) platform. The research firm's valuation is based on DCF analysis, utilising a 10% WACC and 7 times exit multiple. The company is currently trading at FY26e forward P/E of 15.2 times and EV/EBITDA of 16 times. Company Overview UltraGreen.ai operates in the fluorescence-guided surgery market, providing ICG dyes and near-infrared imaging hardware to healthcare providers. The company is expanding its business model beyond commodity products to become a comprehensive ICG platform provider, incorporating data analytics and software solutions. Market Opportunity and Penetration Drivers Strong market tailwinds are driving greater ICG penetration across both established and emerging surgical procedures globally. Currently, ICG penetration across surgical procedures remains in the low double-digits, with the exception of choroid diagnostics. However, penetration rates are expected to increase by double digits across the majority of procedures using fluorescence-guided surgery by 2028. The primary driver for this expansion is the growing adoption of ICG as a standard of care, with major surgical societies incorporating ICG into their clinical guidelines. A significant catalyst for UltraGreen.ai will be the expiry of Novadaq's Breast Sentinel Lymph Node exclusivity in June 2026, enabling the company to file for US approval and potentially capture a US$66.2 million market opportunity at full ICG penetration. Platform Business Transformation UltraGreen.ai is strategically expanding from its traditional dye plus hardware business into an integrated ICG platform through its PerfusionWorks quantification software and cloud platform. The PerfusionWorks software is expected to receive Europe MDR regulatory approval by 2H26, with subsequent US FDA filing planned to use the European dataset. Notably, the software is camera agnostic and can be used with competitors' imaging hardware, making every near-infrared-capable imaging device a potential customer. This approach addresses the critical obstacle of subjectivity in fluorescence imaging assessment by providing objective and reproducible perfusion data, thereby facilitating standardisation required for broader ICG adoption as a standard of care. Growth Strategy and Financial Position The company maintains a robust financial position, with net cash of US$176.1 million and is pursuing growth initiatives worth approximately US$150 million in potential investments or acquisitions across API suppliers, distributors, and lyophilisation companies. UltraGreen.ai also plans to transition from distributor models to direct sales in select markets, reducing distributor fees and enabling direct hospital relationships. This would support the bundling ICG vials with NIR cameras and cross-selling PerfusionWorks software. The research forecasts a 2-year earnings CAGR of 18.6%. Frequently Asked Questions [market_journal_faq] This article has been auto-generated using PhillipGPT. It is based on a report by a Phillip Securities Research analyst. Disclaimer These commentaries are intended for general circulation and do not have regard to the specific investment objectives, financial situation and particular needs of any person. Accordingly, no warranty whatsoever is given and no liability whatsoever is accepted for any loss arising whether directly or indirectly as a result of any person acting based on this information. 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Company Overview Thai Beverage PLC operates as one of Southeast Asia's leading beverage companies, with significant operations spanning alcoholic beverages, including beer and spirits, as well as non-alcoholic products. The company has established itself as a major player in the regional market through its diverse portfolio and strategic investments, including its position as the second-largest shareholder in Vinamilk, one of the Vietnam’s largest dairy companies. Strategic Response to Consumer Pressures Thai Beverage is implementing a comprehensive five-pronged strategy to address the current challenging consumer environment. The company is focusing on smaller pack sizes and stock-keeping units (SKUs) to achieve more affordable price points, recognising that consumers are searching for value during this difficult period. The strategy extends to health and wellness through protein-based non-alcoholic products, whilst offering greater convenience through ready-to-drink (RTD) spirits. The RTD spirits initiative represents a particularly strategic move, as it does not cannibalise existing distilled spirits sales but instead makes products more accessible and convenient for consumers. This category can attract consumers from the beer segment whilst delivering higher gross margins due to lower excise duties compared to beer. Importantly, existing manufacturing capacity already supports RTD spirits production, requiring minimal additional capital expenditure. Financial Outlook and Market Position The company's financial position is expected to strengthen as free cash flow improves following major capital expenditure over the past two years in Cambodia and a dairy farm in Malaysia. This improved balance sheet provides flexibility for potential acquisitions, whilst forward purchases of raw materials are largely hedged for the current financial year's requirements. Phillip Securities Research maintains a BUY recommendation with a target price of S$0.53, highlighting Thai Beverage’s attractive valuations at 10 times FY26e earnings, with a dividend yield of approximately 5.5%. Margins are expected to remain resilient due to lower-priced raw materials purchased and disciplined operating cost management. The potential spinoff of Beerco presents an asset monetisation opportunity, particularly given Southeast Asia's, especially Vietnam's, attractiveness to strategic investors as a growing consumer market. Frequently Asked Questions [market_journal_faq] This article has been auto-generated using PhillipGPT. It is based on a report by a Phillip Securities Research analyst. Disclaimer These commentaries are intended for general circulation and do not have regard to the specific investment objectives, financial situation and particular needs of any person. Accordingly, no warranty whatsoever is given and no liability whatsoever is accepted for any loss arising whether directly or indirectly as a result of any person acting based on this information. You should seek advice from a financial adviser regarding the suitability of any investment product(s) mentioned herein, taking into account your specific investment objectives, financial situation or particular needs, before making a commitment to invest in such products. Opinions expressed in these commentaries are subject to change without notice. Investments are subject to investment risks including the possible loss of the principal amount invested. The value of units in any fund and the income from them may fall as well as rise. Past performance figures as well as any projection or forecast used in these commentaries are not necessarily indicative of future or likely performance. Phillip Securities Pte Ltd (PSPL), its directors, connected persons or employees may from time to time have an interest in the financial instruments mentioned in these commentaries. The information contained in these commentaries has been obtained from public sources which PSPL has no reason to believe are unreliable and any analysis, forecasts, projections, expectations and opinions (collectively the “Research”) contained in these commentaries are based on such information and are expressions of belief only. PSPL has not verified this information and no representation or warranty, express or implied, is made that such information or Research is accurate, complete or verified or should be relied upon as such. Any such information or Research contained in these commentaries are subject to change, and PSPL shall not have any responsibility to maintain the information or Research made available or to supply any corrections, updates or releases in connection therewith. 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Micron Technology Benefits from AI Memory Demand and Tight Supply
Company Overview Micron Technology, Inc. is a leading semiconductor company specializing in memory solutions, producing both DRAM and NAND flash memory products for various applications including mobile, client, and automotive markets. Strong Financial Performance Driven by ASP Surge Micron delivered exceptional third-quarter FY2026 results, with adjusted profit after tax and minority interests spiking 12.2 times year-on-year to a record US$28.9 billion. This remarkable performance was underpinned by 41% year-on-year bit shipment growth and substantial average selling price (ASP) increases, estimated at 215% for DRAM and 272% for NAND products. The nine-month FY2026 revenue and adjusted PATMI reached 73% and 72% of full-year forecasts respectively, indicating strong momentum. Revenue surged to US$42 billion whilst profit margins expanded significantly, with gross margins reaching 84.9%, driven primarily by the higher ASPs across both memory segments. Strategic Customer Agreements Reduce Cyclicality A key positive development is Micron's progress in securing long-term strategic customer agreements (SCAs). The company has signed 16 such agreements to date, covering approximately 20% of DRAM volume and 30% of NAND volume from 2026 to 2030. These agreements represent US$100 billion in remaining performance obligations, equivalent to 2.7 times FY25 revenue, with US$22 billion in cash deposits and financial commitments from customers. The SCAs include price bands with floor prices that enable higher gross margins than Micron's historical peak of 63%. This structure provides greater revenue visibility and reduces the company's traditional cyclical exposure, although approximately 75% of revenue remains subject to cyclical demand patterns in mobile, client, and automotive segments. Market Dynamics Support Pricing Power Memory supply remains constrained due to lengthy lead times for new fabrication facility expansions, which typically require 2 to 4 years, alongside persistent cleanroom space limitations. Customers are prioritizing volume security over price considerations, leading major players including Samsung, SK Hynix, and Micron to sign longer-term contracts spanning 3 to 5 years, compared to typical one-year commitments historically. Investment Recommendation Phillip Securities Research maintains a BUY rating with a raised target price of US$1870, reflecting increased FY27 revenue and PATMI forecasts raised by 16% and 23% respectively. The valuation assumes a 14 times FY27 price-to-earnings ratio, representing a 52% discount to peers' average forward P/E of 29 times, acknowledging the remaining cyclical exposure in non-SCA revenue streams. Frequently Asked Questions [market_journal_faq] This article has been auto-generated using PhillipGPT. It is based on a report by a Phillip Securities Research analyst. Disclaimer These commentaries are intended for general circulation and do not have regard to the specific investment objectives, financial situation and particular needs of any person. Accordingly, no warranty whatsoever is given and no liability whatsoever is accepted for any loss arising whether directly or indirectly as a result of any person acting based on this information. You should seek advice from a financial adviser regarding the suitability of any investment product(s) mentioned herein, taking into account your specific investment objectives, financial situation or particular needs, before making a commitment to invest in such products. Opinions expressed in these commentaries are subject to change without notice. Investments are subject to investment risks including the possible loss of the principal amount invested. The value of units in any fund and the income from them may fall as well as rise. Past performance figures as well as any projection or forecast used in these commentaries are not necessarily indicative of future or likely performance. Phillip Securities Pte Ltd (PSPL), its directors, connected persons or employees may from time to time have an interest in the financial instruments mentioned in these commentaries. The information contained in these commentaries has been obtained from public sources which PSPL has no reason to believe are unreliable and any analysis, forecasts, projections, expectations and opinions (collectively the “Research”) contained in these commentaries are based on such information and are expressions of belief only. PSPL has not verified this information and no representation or warranty, express or implied, is made that such information or Research is accurate, complete or verified or should be relied upon as such. Any such information or Research contained in these commentaries are subject to change, and PSPL shall not have any responsibility to maintain the information or Research made available or to supply any corrections, updates or releases in connection therewith. In no event will PSPL be liable for any special, indirect, incidental or consequential damages which may be incurred from the use of the information or Research made available, even if it has been advised of the possibility of such damages. The companies and their employees mentioned in these commentaries cannot be held liable for any errors, inaccuracies and/or omissions howsoever caused. Any opinion or advice herein is made on a general basis and is subject to change without notice. The information provided in these commentaries may contain optimistic statements regarding future events or future financial performance of countries, markets or companies. 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Save on Brokerage Fees When Trading with CPF/SRS Funds
If you want to invest using your CPF Investment Account (CPFIS) or Supplementary Retirement Scheme (SRS) funds, you can choose between our Cash Plus Account and Cash Management Account. Both account types allow you to trade using your CPF/SRS monies. Read on to find out how they differ! Cash Plus Account Cash Plus Account offers a significantly lower brokerage rate of 0.08% with no minimum commission for trading on the SGX market. To place a BUY order, you will need to prefund your account with cash. A minimum of 50% of the expected trade value* is required as buying power before a trade can be placed or submitted online. The good news is that cash is only required temporarily. Once the CPF/SRS trade is settled, the prefunded amount can be withdrawn or used for the next trade. This could potentially result in significant cost savings for smaller trades and Dollar Cost Averaging (DCA) strategy! *Full amount is required for non-marginable counters Cash Management Account Cash Management Account offers greater convenience as no prefunding is required. We will increase your trading limit after reviewing your CPF/SRS statements. This allows you to place trades directly using the approved trading limit. However, the brokerage fee is higher at 0.28%, subject to a minimum commission of S$25. Example: BUY 100 shares of DBS at S$64.38 per share Trade Value: S$6,438 Under Cash Management Account: Approx. Brokerage Fee: S$25 (Minimum commission applies) Under Cash Plus Account: Approx. Brokerage Fee: S$5.20 By prefunding the required amount on Cash Plus Account, you could save approximately SGD 20 on brokerage fees for this trade alone. Which account should you choose? If you are comfortable prefunding your account with cash, the Cash Plus Account can help you reduce trading costs substantially. The prefunded cash can be withdrawn after the CPF/SRS transaction has been settled. If you prefer the convenience of trading without prefunding, Cash Management Account may be more suitable, although the brokerage charges will be higher. For investors looking to minimize trading costs, the Cash Plus Account is generally the more cost-effective option. Disclaimer These commentaries are intended for general circulation and do not have regard to the specific investment objectives, financial situation and particular needs of any person. Accordingly, no warranty whatsoever is given and no liability whatsoever is accepted for any loss arising whether directly or indirectly as a result of any person acting based on this information. You should seek advice from a financial adviser regarding the suitability of any investment product(s) mentioned herein, taking into account your specific investment objectives, financial situation or particular needs, before making a commitment to invest in such products. Opinions expressed in these commentaries are subject to change without notice. Investments are subject to investment risks including the possible loss of the principal amount invested. The value of units in any fund and the income from them may fall as well as rise. Past performance figures as well as any projection or forecast used in these commentaries are not necessarily indicative of future or likely performance. Phillip Securities Pte Ltd (PSPL), its directors, connected persons or employees may from time to time have an interest in the financial instruments mentioned in these commentaries. The information contained in these commentaries has been obtained from public sources which PSPL has no reason to believe are unreliable and any analysis, forecasts, projections, expectations and opinions (collectively the “Research”) contained in these commentaries are based on such information and are expressions of belief only. PSPL has not verified this information and no representation or warranty, express or implied, is made that such information or Research is accurate, complete or verified or should be relied upon as such. Any such information or Research contained in these commentaries are subject to change, and PSPL shall not have any responsibility to maintain the information or Research made available or to supply any corrections, updates or releases in connection therewith. In no event will PSPL be liable for any special, indirect, incidental or consequential damages which may be incurred from the use of the information or Research made available, even if it has been advised of the possibility of such damages. The companies and their employees mentioned in these commentaries cannot be held liable for any errors, inaccuracies and/or omissions howsoever caused. Any opinion or advice herein is made on a general basis and is subject to change without notice. The information provided in these commentaries may contain optimistic statements regarding future events or future financial performance of countries, markets or companies. You must make your own financial assessment of the relevance, accuracy and adequacy of the information provided in these commentaries. Views and any strategies described in these commentaries may not be suitable for all investors. Opinions expressed herein may differ from the opinions expressed by other units of PSPL or its connected persons and associates. Any reference to or discussion of investment products or commodities in these commentaries is purely for illustrative purposes only and must not be construed as a recommendation, an offer or solicitation for the subscription, purchase or sale of the investment products or commodities mentioned. This advertisement has not been reviewed by the Monetary Authority of Singapore.












