Liquidity Is Breaking Private Equity (Quietly)

Good morning, ! This week we're unpacking the proximity premium shaping alpha generation, LP capital concentrating into follow-on funds over emerging managers, why defensible AI comes down to structural cost advantage—not hype, and liquidity tightening its grip as the real gatekeeper of private markets. 

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DATA DIVE

The Proximity Premium

Markets reward insight—but they pay for timing.

This report reframes a core assumption: alpha isn’t just about better models, it’s about closer access to information. In public markets, the advantage is clear—first movers exit before the signal spreads, preserving capital while late sellers absorb the drawdown. The pattern is consistent: information → early exit → delayed market reaction → price collapse.

Private markets flip the equation. Illiquidity acts as a shock absorber. With no instant exit, negative signals don’t trigger cascades—they diffuse slowly, often preserving value that would otherwise be wiped out in public selloffs. Structure, not insight, determines outcome.

The edge becomes even more visible in policy. Lawmakers—positioned near regulatory signals—have delivered ~40% average returns, materially outperforming public benchmarks. Not necessarily misconduct—but a clear case of structural proximity driving performance.

Strategic takeaway: In private equity, sourcing advantage isn’t just about data—it’s about positioning within information networks. The firms closest to deal flow, policy shifts, and operating signals aren’t predicting the future—they’re seeing it earlier.

Read the full report HERE

TREND TO WATCH

Follow On Capital Crowds Out First Time Funds

Stat: First time venture funds fall to roughly 15% of total by 2026, down from a peak near 24% in 2023, while follow on funds absorb roughly 85% of capital

Context: As liquidity tightens, LPs are rotating toward managers with proven DPI rather than underwriting new relationships. Re ups are easier to justify when distributions are scarce and portfolio marks remain under scrutiny. The result is a quieter fundraising market for emerging managers and a capital base that is increasingly concentrated in existing franchises.

Strategic Takeaway: Liquidity pressure is not just delaying exits, it is reshaping who gets funded. Fewer first time funds means less risk taking at the margin and fewer new entry points for innovation. For GPs, track record and realizations now matter more than narrative. For LPs, this creates a tradeoff between backing certainty and preserving access to the next generation of outperformers. (More)

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Defensible AI: The Real Barrier Is Structural

In an AI-saturated market, the label no longer signals differentiation. What matters is whether AI creates a structural cost advantage.

Most so-called AI companies are API-dependent wrappers, renting intelligence from models like GPT-4 or Claude. Without proprietary systems, they lack a learning curve. Cost structures converge, competition intensifies, and margins erode.

The distinction shows up in the cost curve. Companies with proprietary data, models, or workflows improve with scale. Each additional user strengthens performance and reduces unit costs. Others remain flat, fully exposed to competition.

What to diligence:

• Technical Moat: Is AI embedded in the core architecture, or layered on top. If it can be replicated quickly, it will be.

• Learning Curve: Does increased usage create compounding advantage through data or feedback loops.

• Talent Density: Is there real AI expertise driving development, or generalists using external tools.

Bottom line: If AI does not lower costs over time, it is not defensible. It is a commodity service in a crowded market.

LIQUIDITY CORNER

Liquidity Is the New Gatekeeper

Private equity’s latest plot twist: capital availability isn’t the problem—liquidity is. In 2025, 53% of LPs report being constrained by undrawn commitments, up from 38% last year. The share feeling “very constrained” nearly doubled, signaling a shift from cyclical friction to something more structural.

Blame the lingering denominator effect. Slower distributions have left LPs overallocated, limiting their ability to re-up—even for favored managers. The implication: fundraising is now a timing game, not just a performance pitch.

Zoom in: LPs are concentrating capital into top-quartile GPs delivering 20%+ net IRRs, while emerging managers face a colder market.

The bottom line: capital is gated, not gone—and unlocking it now requires sharper targeting, clearer data, and institutional-grade fundraising. (More)

MACROVIEW

The World Cup Demand Shock

Stat: The 2026 FIFA World Cup is projected to generate $80.1B in global output, with $30.5B in the US alone.

Context: This is not a capex story. The US is leveraging existing stadiums, infrastructure, and global city brands to convert fixed assets into peak utilization. Tourism is the fastest transmission channel, with $6.4B in expected spending driven by millions of international visitors over a concentrated window.

Strategic Takeaway: The economic impact is less about profit and more about velocity. The US is accelerating GDP without taking on balance sheet risk. For investors, the signal is clear: short cycle demand will lift hospitality, travel, and urban services. The real opportunity sits in identifying which assets can turn this temporary surge into repeat revenue long after the final match. (More)

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