Factory Model in Finance: Scale Dilutes Underwriting Quality

The "Factory Model" of Finance: Unpacking the Hidden Costs of Scale

This conversation with Alan Waxman, CEO of Sixth Street, reveals a critical, yet often overlooked, driver of current financial market dynamics: the pervasive "factory model" of investing. While headlines focus on symptoms like private credit volatility and wealth channel issues, Waxman argues the root cause is the industrialization of both capital raising and asset deployment. This shift, accelerating since 2018, fundamentally alters incentives, leading to asset-liability mismatches and a dilution of underwriting quality, particularly as firms chase scale. Investors and leaders who understand this systemic shift gain a significant advantage by recognizing where conventional wisdom fails and by prioritizing long-term structural integrity over short-term growth metrics. This analysis is crucial for anyone navigating the complexities of modern finance, from institutional investors to founders seeking sustainable growth.

The Unseen Engine: How Liability Gathering Fuels Asset Decisions

The financial system, as Alan Waxman articulates, is not a static entity but a series of evolving "systems" shaped by regulatory guardrails and underlying incentives. System Three, the current era post-Global Financial Crisis, was designed with a laudable goal: to create a more stable financial architecture by separating the risk-mitigating functions of commercial banks from the risk-taking activities of private capital. Commercial banks, now heavily regulated for capital and liquidity, act as a stable, government-backed pillar. On the other side, private capital--from pension funds to endowments--fills the risk-taking void, ideally with matched assets and liabilities, meaning the duration of their investments aligns with their investors' ability to hold those investments. This "Goldilocks" scenario, Waxman suggests, was working effectively until around 2018.

The critical inflection point, according to Waxman, is the emergence of the "factory model." This model prioritizes scale above all else, beginning with the industrialization of liability gathering--raising capital as quickly and as broadly as possible. This is directly driven by market incentives: fee-related earnings (FRE) multiples for asset managers have ballooned, rewarding size and growth in assets under management (AUM). When firms can command 25-30 times FRE, the incentive is to raise ever-larger funds, often through Separately Managed Accounts (SMAs) and eventually targeting the wealth channel.

This relentless pursuit of capital on the liability side then dictates behavior on the asset side. To deploy massive inflows of capital, especially within narrow, defined strategies like direct lending, firms must lower underwriting standards and accelerate deployment. This is akin to an artisan suddenly needing to produce 100,000 handcrafted saddles; the original craft is sacrificed for mass production.

"The factory model behavior started to reveal itself in 2018. The first signal is underwriting because investing or lending, you can invest as much money as you want, you can lend as much money as you want. That's not the skill. The skill is investing. It's that artisanal behavior."

This shift fundamentally breaks the ideal of matched assets and liabilities. When capital is raised with quarterly redemption options (the "semi-liquid" nature of many wealth vehicles) but invested in illiquid assets, the system becomes inherently fragile. The recent noise around perpetual private Business Development Companies (BDCs) is a symptom of this, where investor demand for liquidity clashes with the illiquidity of the underlying assets. Waxman emphasizes that this isn't necessarily a systemic crisis yet, due to a relatively healthy economic backdrop and the still-small allocation of wealth capital to private markets. However, the underlying behavioral change--prioritizing capital raising and deployment over disciplined underwriting--is the root cause, not the specific vehicles or market dislocations.

The Peril of Narrow Strategies and the Temptation of Scale

The factory model's emphasis on scale often leads to a dangerous narrowing of investment strategies. When a firm has raised billions in a direct lending fund, its primary objective becomes deploying that capital, regardless of whether direct lending represents the most attractive risk-adjusted opportunity at that moment. This "inflow investing" means capital allocation is dictated by the need to deploy, not by market conditions or the best investment opportunities.

"The thing about these wealth vehicles, when they raise it, they have to invest it right away. We call it inflow investing. They have to invest it right away. So they raise as much money as they can. And if they don't invest it right away, it dilutes the return of that vehicle."

This creates a scenario where the "objective function" for fund managers shifts from maximizing return per unit of risk to maximizing capital deployment, which in turn maximizes their firm's valuation based on FRE multiples. This is a critical divergence from the artisanal model, where investment skill and disciplined risk management were paramount. The consequence is a system where firms might offer terms they wouldn't have considered just a few years prior, driven by the imperative to deploy capital and maintain growth. This is particularly risky in credit investing, where capped upside combined with leverage and potential disruptions (like AI) can quickly turn a seemingly safe 10% return into a significant loss. The system, as Waxman describes, is incentivizing behaviors that undermine its own stability, a pattern visible across various asset classes, not just private credit.

Navigating the Future: Clarity of Purpose and Facing the Tiger

The current environment, marked by rapid technological change and evolving market structures, demands a recalibration of behaviors. Waxman offers a framework for navigating this complexity, rooted in "clarity of purpose." For investment firms, this means defining whether the primary goal is capital gathering or driving superior investor returns, and staying consistent with that purpose. Sixth Street, for instance, has intentionally avoided the perpetual private BDC structure despite its popularity, adhering to its core purpose of serving clients with appropriate structures.

The principle of "facing the tiger"--confronting hard problems head-on, together, without blame--is central to adapting to this dynamic world. As AI and other forces accelerate change, anxiety is natural. However, Waxman argues that embracing this change, much like an investor choosing a wide aperture strategy over a narrow one, is key. This requires continuous learning, adaptability, and a commitment to first principles. The danger lies not in the change itself, but in clinging to outdated models or prioritizing short-term growth metrics over long-term structural integrity and disciplined investing. The message is clear: in an era of unprecedented change, clarity of purpose and a willingness to confront challenges are not just beneficial, but essential for survival and success.

Key Action Items

• Prioritize Liability-Asset Matching: Actively manage the duration and liquidity of your liabilities to align with the illiquidity of your assets. This may mean raising capital more slowly or accepting a lower growth rate. (Immediate Action)
• Maintain Disciplined Underwriting Standards: Resist the pressure to lower underwriting quality to accelerate deployment, especially when chasing scale. Focus on return per unit of risk. (Immediate Action)
• Define and Adhere to Clarity of Purpose: Clearly articulate your firm's core mission--whether it's capital gathering or investor returns--and ensure all strategic decisions align with it. Avoid chasing popular trends that contradict this purpose. (Immediate Action)
• Adopt Wide-Aperture Investment Strategies: Favor strategies that allow flexibility across market cycles and asset classes, rather than narrow mandates that can become liabilities when capital inflows dictate investment decisions. (Longer-Term Investment)
• Govern Capital Inflows: For firms serving the wealth channel, implement mechanisms to manage capital inflows, even if it means saying "no" to some capital or maintaining waiting lists, to avoid diluting returns and forcing suboptimal investments. (Immediate Action)
• Embrace Continuous Learning and Adaptability: Foster a culture of learning and personal development within your team to navigate rapid technological and market changes. (Ongoing Investment)
• Confront Challenges Directly: Implement a "face the tiger" ethos to address difficult problems and market dislocations proactively and collaboratively, rather than avoiding them. (Immediate Action)