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AMC Launch: European Small-Cap Strategy

By Insight

Our Liquid Private Equity strategy has clearly proven itself within the US small-cap universe since its launch in December 2025. The combination of Private Equity selection criteria and the systematic portfolio construction has so far resulted in an outperformance of more than 18% versus the benchmark.

With the new AMC Liquid Private Equity Alternative Europe, we are now applying this proven methodology to the European small-cap segment.

The historical backtest of the European strategy paints a clear picture: our approach is able to generate consistent added value across different market cycles compared with the small-cap index. The backtest shows an average annual outperformance of 2.8%.

Compared to the benchmark the portfolio is characterised by companies with a more attractive valuation, stronger cash-flow stability and above‑average profitability. These characteristics align with the classical selection criteria used by private‑equity investors. They form the foundation of our approach and enable a structurally superior risk/return profile compared with the broader European small-cap universe.

The historical valuation multiples further illustrates that European small & mid caps are cheaper in long-term comparison than European large caps and, in particular, the US market. This valuation gap, combined with our selection of companies with above‑average cash‑flow potential, creates a compelling starting point for an investment.

In portfolio context, the strategy expands the diversification potential within equity allocations. At the same time, the analysis shows a very low correlation to bonds as well as real assets such as gold and commodities.

The value drivers of classical buyout strategies, combined with a daily liquid and transparent implementation, offer investors an attractive investment solution. In addition, it represents a viable alternative to private‑equity evergreen funds, with the added benefit of materially lower costs.

Disclaimer:
The information and statements in this publication have been compiled by QuantArea AG to the best of its knowledge exclusively for informational and marketing purposes and are intended solely for professional investors within the meaning of the Swiss Financial Services Act (FIDLEG). This publication does not constitute a solicitation, invitation, offer, or recommendation to purchase or sell any investment instruments or to engage in any other transactions. Past performance or positive returns of an investment are not a guarantee of future results or future positive returns. No warranty is given as to the accuracy or completeness of the information contained herein.

Please leave us your contact details and we will send you detailed information about the investment strategy. We will get back to you as soon as possible.

    Navigating the Factor Maze to Build Bespoken Equity Investment Solutions

    By Insight

    Navigating the Factor Maze to Build Bespoken Equity Investment Solutions

    QuantArea’s approach to systematic equity investing, grounded in economic first principles, disciplined by robust portfolio construction.

    Over the past four decades, academic research into equity factor investing has fundamentally reshaped portfolio construction. Differentiating and selecting stocks according to specific characteristics has become a widespread approach. Today, viewing portfolios through a factor lens, both in their construction and in the analysis of their performance, is standard practice.

    The numerous publications and academic research have undoubtedly advanced our collective understanding of markets and portfolio construction. But they have also left practitioners with a genuine navigation problem, how to find the right path through the ever-expanding factor maze.

    The Gap Between Academic Theory and Institutional Practice

    There is more to translating academic research into a solution that works in practice than simply picking a model off the publication shelf. Academic factor portfolios are typically designed as long/short constructs, ignore liquidity constraints, and often disregard transaction costs. A direct, one-to-one translation of these models therefore rarely works. Moreover, regulatory restrictions make many of them infeasible for most real-world institutional investors. Published backtests look compelling on a risk-adjusted basis, often outperforming a simple market-cap benchmark out of sample over 30 or even 50 years, but that’s a necessary, not a sufficient condition for a successful investment.

    In fact, for most professional and institutional investors the performance path within the investment horizon matters just as much as the long-run expected outcome. For a strategy to remain credible and stay in place, phases of underperformance must be minimized in frequency, duration and magnitude. The question investors inevitably ask is: was that outperformance luck, the result of special circumstances, or something systematic that can be expected to repeat?

    The House View: A Starting Point for Your Investment Solution

    At QuantArea, together with professional and institutional investors, we design bespoke equity investment strategies that reflect their investment philosophy and market positioning. Our clients gain rapid access to our advanced infrastructure and unlimited modeling-ready data. We combine these resources with deep expertise and experience in the construction of systematic, replicable, and explainable portfolios.

    To structure the conversation with our clients, we have defined a core conceptual and methodological framework to portfolio construction. It serves as our compass through the factor maze. We call it the House View. It’s the starting point for the journey toward a fully personalized investment solution.

    We take a deliberately balanced approach to how we use factors, or more precisely, company characteristics, in portfolio construction.

    We begin with a basic question: why invest in equities in the first place? The answer shapes our entire conceptual framework. Equity investing, whether public or private, lets investors participate in the economic development, innovation, technological progress, and productivity gains of an economy or region. At the company level, this translates into cash-flow-generating potential, which we approximate through Profitability and Growth measures.

    But cash-flow generation alone doesn’t tell the full story. As the Net Present Value rule reminds us, we also need to know the cost of that investment — how much capital is required to generate the expected cash-flow stream? We approximate the “expensiveness” through the Value factor, with the Investment factor as an alternative candidate drawn from the academic literature1. Together, cash-flow generation and expensiveness form the basis of expected return: our portfolio selection favors companies that, on average, combine higher cash-flow potential with equal or lower expensiveness relative to the broader market-cap-weighted universe. In NPV terms, our “portfolio project” is expected to create more value than the “benchmark project”.

    Robustness and persistency requires solving complex optimization problem

    A sound economic rationale is only half the job. We pair it with state-of-the-art portfolio construction methodology designed to deliver added value not just over the full investment horizon, but as consistently and robustly as possible over the short and medium term, keeping the magnitude, frequency, and duration of underperformance periods to a minimum.

    This requires a comprehensive optimization framework, one that carefully controls deviations in characteristics that aren’t the primary performance drivers of our model, but are essential for stability. These include risk measures such as beta, standard deviation, and tracking error, as well as sector, industry, and — where applicable — country constraints.

    We also control deviation from the benchmark in other factor dimensions: Volatility, Dividend/Shareholder Yield, Safety, and Momentum.

    Momentum plays a particularly stabilizing role. It acts as a check on our core NPV-based investment thesis, helping to limit the risk of holding stocks that look attractive on our model’s terms but whose market performance may be signaling otherwise.

    Our strategies are not intended to work only on paper. We address the complexities of real-world implementation, including single stock liquidity, minimum weight, number of stocks in the portfolio, desired investment capacity, parsimonious trading volumes, realistic cost assumptions, and out-of-sample return simulations.

    House_View_Formula_EN

    QuantArea bespoken solutions: modular, flexible, sound conceptually and methodologically

    Starting from this framework, clients can bring their own goals, restrictions, ESG criteria, inclusion and exclusion company lists, and flavors — limiting certain characteristics, amplifying others. They can stick with the House View core factors or choose entirely different flavors. The client may require a plain vanilla value or growth portfolio, or a minimum variance portfolio. We would adapt our House View model by changing the role of the factors accordingly, while maintaining the core principles of our methodological approach to portfolio construction and optimization. Different modelling alternatives will make the trade-offs between competing goals transparent and guide the client in finalizing the portfolio parameters.

    Our modular portfolio construction approach allows a high degree of flexibility in shaping the final investment solution. Combined with our state-of-the-art, high-performing infrastructure, we can significantly reduce both time to proof of concept and time to market. As a result, investors benefit from an effective and efficient investment solution, at variable costs comparable to a passive investment.

    August 19th,  2026
    Carmine Orlacchio, CIO


    1 Fama, Eugene F., and Kenneth R. French, 2015. A five-factor asset pricing model,
    Journal of Financial Economics;
    Hou K, Mo H, Xue C, Zhang L., 2021. An augmented q-factor model with expected growth,
    Review of Finance.

    High_TER_EQ_Funds

    High TER and Active Equity Funds: How to Get It Right

    By Insight

    High TER and Active Equity Funds: How to Get It Right

    Gourmet

    Is the gourmet price worth it? Active equity funds should increase the active share and follow a systematic, disciplined portfolio construction methodology.

    On average, active equity funds do not fulfil expectations of delivering  higher returns than their market cap benchmark. This is strong empirical evidence in favour of passive replicating funds. But let’s look closer at the active equity funds.

    One place to start is the active share[1] of the portfolio holdings — in other words, the percentage of the portfolio that differs from the benchmark. As a matter of fact, many so-called active funds are not that active.  The low active share is driven by the desire to keep tracking error low, i.e. avoid deviating too far from the benchmark performance, which for an active fund sounds like a contradiction. Yet retail investors are typically charged 1.3% – 1.5% p.a., for an active fund/ETF [2], while the fees of a benchmark replicating fund/ETF are in the region of 0.1% to 0.5%.

    The combination of a low active share and high costs make it almost impossible to generate a performance that is better than the benchmark. The table below summarises the required outperformance at different levels of active share to simply cover the fund costs, approximated by the TER (Total Expense Ratio). For example, with an active share of 50%, the fund manager must generate an annual outperformance of 2.6% on the active share of the portfolio in order to cover a TER of 1.3% per annum.

    Publications on the performance of passive vs active funds ultimately highlight that investors pay too much for strategies that are designed to stay close to the benchmark. From this perspective, the invitation to invest in low-cost funds and ETFs that replicate market cap indices is entirely legitimate.

    Let’s add another relevant aspect. A high active share is a necessary but not sufficient condition of being rewarded for the high cost paid. Particularly for higher TER level, the minimum outperformance is not so obvious to achieve over a prolonged period. It requires a sound rationale, as well as systematic and discipline in the portfolio selection.

    For example, in the case of active funds based on a factor investing strategy, it is relevant how the portfolio selection reflects the factor that it intends to replicate. A recent study[3] run on US based funds/ETF finds on average no value added out of the entire sample of active, factor based funds/ETF. However, they find a significant performance improvement for factor funds whose holding over time more closely resemble the theoretical portfolio replicating the specific factor. In other words, to effectively capture factor premia, the portfolio construction process must be systematic and disciplined.

    At QuantArea, we offer active equity investment solutions with costs comparable to passive funds. More importantly, our strategies are based on a sound theoretical rationale and solid empirical evidence. The portfolio construction is systematic and disciplined, selecting stocks based on detailed assessment of their fundamentals.

    Our proprietary optimisation approach addresses risk at different levels and can support a higher active share (thereby increasing the probability of achieving outperformance) within a well‑controlled tracking error budget.

    The result is a persistent added value and improvement compared with passive index-replicating funds/ETFs. Investors must be offered real added value for the fees they pay. In most cases, they pay a lot for what they are served.

    February 24th,  2026
    Carmine Orlacchio, CIO

     


    [1] Cremers K. M., Petajisto A., How Active Is Your Fund Manager? A New Measure That Predicts Performance, 2009, Review of Financial Studies

    [2] This topic is under the loop of the European Parliament https://www.esma.europa.eu/press-news/esma-news/esma-updates-supervisory-work-closet-indexing. In the UK, a group of fund management companies were fined in 2019 for unfair practices, namely marketing funds as active and charging higher fees for essentially passive replication. Similar cases are currently being investigated in Canada.

    [3] Cremers K. M. and alt., Factor Investing Funds Replicability of Academic Factors and After-Cost Performance, November 2022, SSRN

    Liquid_PE_Alt

    Liquid Private Equity Alternative

    By Insight
    Liquid_PE_Alt

    Private equity buyout funds offer compelling diversification benefits within a broader portfolio and have historically delivered attractive returns. However, these funds require a long investment horizon, are illiquid, and come with very high fees. In addition, measuring risk and return is challenging because valuations are based on models rather than market prices.

    With our Liquid Private Equity Alternative, we combine the strengths of PE buyout funds with the advantages of traditional equity funds: daily liquidity and market‑based pricing, no minimum investment, and comparatively low costs.

    We replicate the portfolio characteristics of buyout funds through the following investment process:

    Investment_Process

    Long-term outperformance – with comparable risk

    • Over the past 20 years, the QuantArea Liquid PE Alternative has delivered a pronounced outperformance compared to the Russell 2000 ETF while maintaining a comparable level of risk.
    • The strategy has also historically generated significant excess returns relative to PE evergeen funds.
    PE_Performance

    With the QuantArea Liquid Private Equity Alternative, investors gain access to an approach that combines the attractive characteristics of private equity with the flexibility of liquid markets—transparent, rules‑based, and cost‑efficient.

    The strategy enables investors to incorporate PE‑like attributes into their portfolios without sacrificing daily liquidity or strict transparency.

    Whether you aim to precisely manage your PE allocation or seek an alternative, fundamentally driven small‑cap exposure, our Liquid PE Alternative strategy offers a way to achieve both simultaneously.

    Disclaimer:
    The information and statements in this publication have been compiled by QuantArea AG to the best of its knowledge exclusively for informational and marketing purposes and are intended solely for professional investors within the meaning of the Swiss Financial Services Act (FIDLEG). This publication does not constitute a solicitation, invitation, offer, or recommendation to purchase or sell any investment instruments or to engage in any other transactions. Past performance or positive returns of an investment are not a guarantee of future results or future positive returns. No warranty is given as to the accuracy or completeness of the information contained herein.
    Please leave us your contact details and we will send you detailed information about the investment strategy. We will get back to you as soon as possible.

      Dividend Yield: Traps, Facts and Fixes

      By Insight
      Cake

      Dividend Yield: Traps, Facts and Fixes

      The value of an investment is measured in terms of the cash flow that it generates. In the case of equity, shareholders traditionally participate in the company’s cash flow by receiving dividends (DVD). Therefore, dividends act as a proxy for cash flow generation and are an important indicator of profitability. The dividend yield, which is the ratio of dividends to the price paid, is often used as an indicator of how expensive a company is, respectively how much an investor has to pay for a stream of dividends.

      Dividends have long been, and continue to be, a key indicator for many investors when making investment decisions. Historically, and to a lesser extent in the present day, the comparison of dividend yield and coupon rate is often taken as a criterion in the Equity/Bond allocation investment decision. As commented by Aswath Damodaran [1] in his blog, in the early years of the equity market in the late 1800s, companies wooed investors who were accustomed to investing in bonds with fixed coupons by offering them predictable dividends as an alternative.

      Paying dividends has become a standard practice and companies are reluctant to ever cut dividends. The graph below taken from Damodaran’s blog documents that reluctance by showing that less than 10% of US companies reduce DVD, on average.

      Dividend and valuation

      The first equity valuation model and investment selection criteria were dividend-based. John Burr Williams, a legendary investor of the 1920s and 1930s, formulated the importance of dividends in his 1938 book, The Theory of Investment Value. His ideas were later reframed by Myron Gordon and Eli Shapiro in the dividend discount model or Gordon growth model published in 1956[2]. In the 1980s, dividends continued to attract the attention of academics and researchers trying to figure out why they are such important information for investors, shareholders and managers. The dividend signaling theory focused on the information conveyed by dividend decisions about the cash flows that shareholders can expect to receive[3]. Dividends are a signal to shareholders and cutting them thus represents bad news for the stock price[4].

      Bird in the hand preference

      Dividends tend to be paid by mature companies with limited growth opportunities whose cash flow cannot be reinvested profitably, so it is returned to shareholders — definitely a wise management choice. The typical profile of a high DVD yield company is very appealing to many investors: mature; relatively stable cash flow; strong visibility and brand; less risky than the market. These types of companies, so-called ‘cash cows’, do not tend to engage in high-risk investments and are not exposed to innovation and technology driven competition. Instead, they provide peace of mind and are a source of recurrent income for their shareholders. Rather than capital gains placed in an uncertain future (some) investors prefer receiving a flow of dividend payments. For those investors a bird in the hand is worth two in the bush.

      Dividend and value

      However, despite the attention that investors continue to give to it, and even if pricing models have been developed based on dividends, economic theory is very clear about the relevance of dividends when it comes to the value driver of a company: DVDs play no role. In fact, if we exclude the distorting effect of “frictions” (like taxes or costly, limited access to the market), then dividends, as well as financing decisions in general, have no impact on the value of a company. This is the famous Dividend Irrelevance Theorem, formulated in 1961 by two iconic professors of Finance, Nobel laureates, Modigliani and Miller (MM)[5] stating that, in a world without frictions, the value of a company does not depend on dividend decision. We all know what happens when a company, ETF or a mutual fund pays a DVD: the value of the company, of the fund or the investment vehicle in general goes down exactly by the same amount. You can’t have your cake and eat it too. There is no value creation out of paying dividend.

      Dividend yield traps

      Many companies do not pay dividends, yet their value is in the billions. Consider all the venture growth stocks, such as biotechnology companies. Not all companies pay dividends, and those that do, do so with varying intensity. Certain sectors tend to pay systematically higher others lower dividends than the market average. It follows that by preferring high-dividend stocks, investors reduce the range of investment opportunities available to them. Even worse they might be caught into a DVD yield trap. Since a reduction or suppression of DVD payments is hardly ever accepted by investors, even companies that are making a loss pay a dividend, as reported in the following table published by Aswath Damodaran on his blog. In his analysis, he has segmented the world equity market according to sectors, differentiating between money-making and money-losing companies and showing the respective aggregated dividend payments of each group.

      The sectors of energy, real estate, utilities, materials and financials tend to have the highest dividend yield (last column). It is also interesting to note that companies in all sectors pay a DVD even if they are making a loss (see “% Dividend Payers” column), funded most likely with debt or by selling assets. Paradoxically, keeping the DVD constant even when the company is making a loss might result in an increase in the DVD yield, since the company’s equity price might decline due to deteriorating operating results.

      Investment advice

      One well-known and widely used valuation model is based on the DVD as a proxy for company cash flow. However, DVD itself is not a driver of company value but rather a signal of how much of that value shareholders can expect to receive in cash (instead of capitalizing price increases). This is clearly relevant for investors who prioritise income and choose high-dividend yield investments. Below are listed some implications investors have to be aware of and concrete investment fixes to address the (high) DVD yield traps.

      • For investors with preference for income, the above simple analysis highlights important aspects to be considered when building an high DVD yield strategy. Apart from DVD they need to assess whether and to what extent companies are profitable, not only now, but also in the coming years, ie how sustainable dividend payments in the future are. They need to establish whether DVDs are being paid out of rising debt levels or simply because the company is selling its ‘silver plate’ assets. DVDs can therefore play a role and are a powerful indicator, but in an investment selection model they need to be combined with complementary indicators that address profitability, growth, historical DVD patterns and balance sheet safety. The goal is to build a portfolio by selecting companies with the desired high DVD profile, while avoiding the high DVD yield trap.
      • Investors have to be aware that even an articulated DVD yield strategy, with checks and balance, relative and absolute risk control, can incur in prolonged period of underperformance vs the market. In fact, by prioritizing the DVD criteria the title selection ends up being restrictive, by de facto excluding growth stocks (particularly young ones), stocks operating in sectors characterized by high profitability, high valuation, and high investments hence lower payout and DVD. All this implies a substantial deviation from the benchmark and the acceptance of prolonged phase of underperformance.
      • Over the last decades companies have increased the proportion of net income destined to share buybacks, which is an indirect way of returning cash flow to shareholders. This has induced many investors to prefer shareholder yield (which combines DVD and buybacks) to dividend yield as selection criteria. Shareholder yield criteria is less restrictive in the stock selection than dividend yield, but it has a lower income generation.
      • To generate income a simple solution consists in adopting a wide diversified investment strategy (including also high profitability and growth stocks for example) and generating income by selling part the portfolio. Alternatively, he/she can invest in a fund that regularly distributes the income (dividend and interest) generated by its investments as well as special (tax free) payment out of realized capital gains. Interestingly this practice is not so common among fund management companies.

       

      Carmine Orlacchio, 14.10.2025

       


       

      [1]Musings on Markets: Data Update 9 for 2025: Dividends and Buybacks – Inertia and Me-tooism!

      [2] Gordon, M.J and Eli Shapiro (1956) “Capital Equipment Analysis: The Required Rate of Profit,” Management Science, 3, October 1956, pp. 102-110.

      [3] Bhattacharya, Sudipto, 1979, Imperfect information, dividend policy, and the bird in the hand

      fallacy, Bell Journal of Economics and Management Science 10, 259-270.

      [4] In an article published in Finanz und Wirtschaft on 13th September entitled ‘Nestlé wackelt, aber fällt nicht’, it is argued that the increasing leverage is a consequence of keeping the DVD payment constant, as reducing it for a dividend aristocrat like Nestlé would send out a fatal signal. Following a staggering 35% decline over three years, it is questionable whether the market would be “surprised” by a DVD reduction. It is more likely that the fatal signal has to do with equity holders being favored at the expense of bondholders as long as DVDs are paid.

      [5]Miller, Merton H., and Franco Modigliani. “Dividend Policy, Growth, and the Valuation of Shares.” The Journal of Business, vol. 34, no. 4, 1961, pp. 411–33

      Infrastructure

      Building Our State-of-the-Art Quant Infrastructure

      By Insight
      Infrastructure

      Building Our State-of-the-Art Quant Infrastructure

      This month marks QuantArea’s second anniversary, a moment to reflect on our engineering and methodological journey. Originally designed to combine economic expertise with advanced technology, our Portfolio Design Platform has evolved into a comprehensive system for systematic research and rigorous backtesting. Key highlights include:

      🧠 Proprietary Methodology and Signals

      We have built a proprietary factor and alpha signal library, since off-the-shelf solutions often lack the economic depth and analytical resolution our clients demand. Integrated with our custom backtesting and analytics platform, it enables signal evaluation across diverse markets under realistic trading assumptions. Together with client-specific constraints and scenarios, these are fed into our portfolio optimization engine and transformed into an implementable strategy.

      📊 Data and Bloomberg

      We collaborate closely with Bloomberg to ensure seamless data integration. Through the BQNT-Enterprise platform, we gain full access to Bloomberg’s extensive data universe, enabling us to leverage data fields with near-limitless flexibility and real-time responsiveness in the construction of our strategies. This seamless integration removes many data-related challenges and accelerates the transition from exploration to deployment-ready investment strategies.

      ⚙️ Modern Architecture

      Our containerized, cloud-native and modular framework enables scalable and flexible deployment across environments. Individual components can be run and tested independently or in combination. Both the research and production environments rely on a unified codebase, ensuring seamless strategy implementation.

      This translates into full flexibility. Client-specific requirements can be systematically tested and implemented across multiple investment universes. Your investment philosophy is reflected in the strategies and ensures that factor exposures, risk profiles, and return metrics are precisely aligned with your goals.

      FractualMomentum

      «Alpha-Booster» – Fractional Momentum: Turning Theory into Real Investments

      By Insight
      FractualMomentum

      «Alpha-Booster» – Fractional Momentum: Turning Theory into Real Investments

      Our Quant Engineer, Dr. Soros Chitsiripanich, developed a theoretical foundation for a so-called Fractional Momentum equity strategy as part of his PhD research – a modern approach to trend-following. In simple terms, the strategy identifies U.S. stocks with a positive long-term price trend, where short-term pullbacks present attractive entry opportunities.

      Encouraged by promising research findings, QuantArea proceeded to refine the strategy for practical application. After several months of intensive modeling, the strategy was first launched in a managed account in December 2024.

      Thanks to an exceptionally strong track record, both QuantArea and a family office decided to continue the strategy within an Actively Managed Certificate (AMC). UBS AG was selected as the issuer. From December 20, 2024 to  August 25, 2025, the strategy outperformed the S&P 500 ETF (USD) by 28.6%.

      Asset managers can license the strategy and offer it under their own brand as a white-label solution.

      Interested in learning more about our strategy? Get in touch with our CIO, Carmine Orlacchio.

      Disclaimer:
      The statements and information contained in this publication have been compiled by QuantArea AG to the best of its knowledge for informational and marketing purposes only and are intended exclusively for professional investors within the meaning of the Swiss Financial Services Act (FinSA). This publication does not constitute a solicitation, invitation, offer, or recommendation to purchase or sell any investment instruments or to engage in any other transactions. Past performance or positive returns of an investment are not a guarantee of future results or positive returns. No warranty is given for the accuracy or completeness of the information contained herein.
      smartF managed by WINVEST

      Portfolio Construction by QuantArea for the Winvest Swiss Equity Fund

      By Insight
      Logo smartF managed by WINVEST

      Portfolio Construction by QuantArea for the Winvest Swiss Equity Fund

      In December 2024, WINVEST ASSET MANAGEMENT AG launched its first fund. As the investment advisor, QuantArea is responsible for portfolio construction and provides updated model weights for the fund on a quarterly basis. The result: a systematic ivnestment process, rapid time-to-market, and  clear outperformance compared to the benchmark (SPI) and peer group.

      Track Record smartF

      Below, Stefan Rammelmeyer (CEO, WINVEST ASSET MANAGEMENT AG) and Marcel Masshardt (CEO, QuantArea AG) share their impressions and experiences from their collaboration to date.

      WINVEST has chosen QuantArea as its partner for the newly launched smartF® Equity Switzerland Enhanced Fund. What was the origin of this collaboration?

      Stefan Rammelmeyer: When I joined WINVEST, it was clear that we wanted to make our investment process more systematic, robust and scalable without compromising on our values, such as customer focus and transparency. To achieve this, we needed a strong technology partner who understood our philosophy. This is why we entrusted QuantArea with the portfolio construction mandate.

      Marcel Masshardt: We asked ourselves: How can we make our portfolio construction expertise available to asset managers in a flexible, efficient and pragmatic way? The idea for ‘Quant-as-a-Service’ was born. In WINVEST, we found a team open to developing something new with us. From the outset, our relationship was not that of a classic client-service provider, but a partnership.

      What exactly is Quant-as-a-Service?

      Marcel: Essentially, we provide our clients with access to comprehensive infrastructure and quantitative expertise, including data preparation, factor calculations, portfolio optimization and risk analysis, so they don’t have to develop all of this internally themselves. Distribution, on the other hand, is managed solely by WINVEST ASSET MANAGEMENT AG, with no involvement on our part.

      Stefan: For us, this means that we can implement a systematic investment strategy based on comprehensive fundamental and market data—while remaining lean and efficient. Our strengths lie in customer contact, trading, and monitoring. We work with QuantArea on everything that is highly data-driven. This division of labor makes us faster, more flexible—and ultimately better.

      smartF®: What’s behind this concept?

      Stefan: Our smartF® investment concept is systematic, forecast-free and data-driven. Using objective key figures and systematic portfolio optimization, we create a focused portfolio with compelling characteristics. Our goal is to avoid emotional decision-making and achieve an optimal risk/return ratio. To this end, we focus on profitable companies with solid balance sheets that are attractively valued.

      Marcel: In addition to the characteristics mentioned by Stefan, the model controls for unwanted factor tilts, such as potential negative momentum exposure. It also optimises diversification by estimating the covariance matrix.smartF® demonstrates how modern asset management can work: better solutions at lower costs by splitting up the value chain and involving specialists. The smartF® model was developed exclusively for WINVEST ASSET MANAGEMENT AG. In the context of other mandates, we also calculate additional Swiss equity models. Each model has its own distinct characteristics and is tailored to meet the specific needs of individual clients.

      What has happened in recent months – and what comes next?

      Stefan: It is impressive to see how much smartF® has helped us to advance strategically. With our first fund (Swiss equities), we were able to strengthen our position as an asset manager, streamline our processes and attract new clients. Consequently, we now count various pension funds among our clients. The fund’s performance has also been impressive, confirming the strong results of long-term backtesting. Since the beginning of 2025, the fund has achieved an excess return of around 5% compared to the Swiss Performance Index (as of 31 July 2025), and it is also ahead of almost all the peer funds we are aware of. We plan to launch the next fund, based on the same smartF® investment concept, for the European equities ex-Switzerland universe before the end of the year.

      Marcel: For us, working with WINVEST meant entering the market in December 2024. We now also count banks and insurance companies among our Quant-as-a-Service customers. Within the framework of a mandate, we value working together as equals with shared goals. Thank you, Stefan! We look forward to continuing our collaboration with the WINVEST team.

      Mehr Informationen
      zum Fonds.

      In case of emergency activate the factors control!

      By Insight

      In case of emergency activate the factors control!

      The once-in-a-lifetime change in the USA’s political and economic doctrine has left investors quite puzzled. In an uncertain world, it is even more relevant to structure your portfolio using all the levers of diversification, including the usually neglected factors control.

      The USA administration’s tentative, unconventional measures combined with uninspiring communication have led investors to question the US financial market exceptionalism. Investors with substantial exposure to the US equity market should ask if proper risk management requires a more balanced allocation to the US dollar, as well as to the US equity and debt markets. These are the three most liquid markets when it comes to currency, bonds, and equities. This means also that, no matter how involved you are in US investments, what happens in the US will impact the entire financial market via secondary effects on the liquidity of the entire financial system. Witnessing a once in a lifetime change of political and economic doctrine, investors face higher degree of uncertainty. Accordingly they need to strive for the maximum degree of diversification out of their strategic investment process.

      Let s look at equity investments: the US equity market represents about 70% of the developed public markets and 65% of the all-country public market, as measured by the MSCI index. The US equity index is characterized by strong concentration in certain sectors and individual stocks. The US equity index is trading at historically high multiples, and comparisons with other markets reveal substantial gaps between valuation multiples. High level of debt, trade and budget deficit weigh on the USD. Given the fiscal, political, social, and geopolitical situation, the degree of fragility is quite high.

      A relatively easy way to diversify is allocating geographically and by sector. Moving a step ahead and striving for more effective diversification, investors should actively address the fundamental characteristics of the investments, namely the factors and style profile. The latter is a less directly readable characteristic of a portfolio. Building balanced equity strategies requires control and active positioning with respect to the underlying characteristics of the portfolio, the factors like Value, Profitability, Low Vola, Growth, Size etc…. Addressing this issue is an important feature for stabilizing the portfolio across different market scenarios and is quite helpful for all active strategies that go beyond mechanical market cap benchmark replication.

      If you invest by replicating a benchmark, you accept country, sector and single stock concentration risk. At the same time blindly and unknowingly you are taking factors exposure, which might not necessarily be a balanced one. You can enhance the level of diversification by addressing concentration (including factors) risks with small increase in tracking error. Alternatively, you can adopt a more balanced benchmark and monitor and measure performance against it.

      In an uncertain world it is even more relevant to structure portfolios using all the levers of diversification. Proper diversification requires going beyond the allocation dimension, such as nominal exposure toward standard asset classes. It is also important to look into and select and control the desired underlying drivers of performance, derived from fundamentals and or price dynamics.

      At QuantArea together with our clients we design the investment solution by addressing the allocation decision and selecting a deliberate position with respect to the portfolio fundamental drivers. Thanks to an active positioning and control on the targeted (desired) and non targeted (residual) factors, the improvement in the risk and performance measures is quite sensible.

      Carmine Orlacchio, 18.06.2025

      Questioning U.S. Exceptionalism in Your Investment Portfolio

      By Insight

      Questioning U.S. Exceptionalism in Your Investment Portfolio

      For more than 100 years, the United States has represented more than just a powerful economy. It has stood as a symbol of liberal democracy, the “shining city on a hill”, fueled by manifest destiny, and a deep-seated aversion to authoritarianism. After all, the nation was born from a rebellion against monarchy, namely King George III’s taxes and heavy-handed rule over the colonies sparked a revolution rooted in the ideals of liberty, representation, and individual sovereignty.

      That anti-monarchist spirit wasn’t just historical, it became part of the American DNA. Rule of law, checks and balances, separation of powers, these weren’t just political values, they were economic ones too. They underpinned the trust, resilience, and relative stability that made the U.S. a magnet for capital for generations.

      But today, that narrative feels… complicated.

      In a move without precedent in U.S. peacetime history, President Donald Trump with his abstruse tariffs Executive Order has operated with the posture and authority of a monarch, circumventing the Congress and institutional guardrails. Has America finally crowned Donald I?

      The political implications for post-World War II order are huge. For investors, it’s a signal to pause and reassess.

      Passive equity world strategies carry 70% exposure to U.S. markets and the U.S. dollar. This heavy tilt has often been rationalized by superior innovation, stronger corporate governance, robust financial infrastructure, and the country’s global economic dominance.

      But in a world where the democratic underpinnings of the U.S. are showing stress cracks, it’s fair to ask:

      • Is that level of exposure still adequate?
      • Are U.S. valuations (consistently higher than their global counterparts) still justified by fundamentals?
      • Without knowing and anticipating how all this will develop, is the risk of your equity portfolio truly balanced and diversified?

      If investors feel uncomfortable with just replicating an index, we at QuantArea can design a bespoken portfolio.

      Let’s start that conversation, because the future might not look like the past.

      Carmine Orlacchio, 11.04.2025