Public markets rewarding asset managers with 25-30x+ multiples on fee-related earnings (FRE) created a powerful incentive to prioritize AUM growth over performance. This valuation arbitrage fueled the "factory model" of industrialized asset gathering to maximize stable management fee profits.

The traditional asset management industry's product development is structurally flawed. Firms often launch numerous funds and market only the one that performs well, a "spaghetti cannon" approach. Products are designed by what a "car salesman" thinks can be sold, prioritizing upfront commissions over sound investment opportunities.

Unlike other models, a traditional PE fund has a fixed period (usually five years) to invest its capital. This creates a "pressure to deploy" that can lead to strategy drift. If a manager cannot find deals in their stated niche, they may be tempted to make bad investments just to avoid returning capital.

Benchmark learned that large funds create an "overhang of misfit" with the practice of early-stage investing. The pressure to deploy massive capital volumes conflicts with the hands-on, shoulder-to-shoulder partnership that early founders need, leading to less joy and purpose.

When market competition compresses returns, PE firms that rigidly stick to historical IRR targets (e.g., 40%) are forced to underwrite increasingly risky deals. This strategy often backfires, as ignoring the elevated risk of failure leads to more blow-ups and poor fund performance.

As venture capital firms scale to manage billions, their business model shifts from the 'artisan craft' of early-stage investing to an industrial process of asset gathering. This makes it difficult to focus on small, early opportunities and will likely result in IRRs that are no better than the industry average.

The primary risk to a VC fund's performance isn't its absolute size but rather a dramatic increase (e.g., doubling) from one fund to the next. This forces firms to change their strategy and write larger checks than their conviction muscle is built for.

The only effective antidote to the "factory model's" gravitational pull is a firm's unwavering clarity of purpose. This means consciously prioritizing long-term investor outcomes and maintaining underwriting discipline, even if it means saying no to raising easy capital.

Seed funds that primarily act as a supply chain for Series A investors—optimizing for quick markups rather than fundamental value—are failing. This 'factory model' pushes them into the hyper-competitive 'white hot center' of the market, where deals are priced to perfection and outlier returns are rare.