Good morning, {{first_name}}! Today we're PE AI investment cycle critical transition, first time venture financing ceiling, and product loyalty rellationship with budget security.
Want to advertise in PE 150? Check out our ad platform, here.
Know someone who would love this? Pass it along—they’ll thank you later! Here’s the link.
MONTHLY DATA DIVE
The AI Exit Machine: When Private-Market Valuations Meet Public-Market Liquidity
The AI investment cycle is approaching a critical transition as trillion-dollar valuations, mounting operating losses, and venture capital liquidity pressures converge ahead of a potential IPO wave.
The numbers illustrate the scale. SpaceX's estimated valuation reaches $2.27 trillion, while Anthropic and OpenAI command valuations of $965 billion and $790 billion, respectively, according to the report's valuation snapshots. Meanwhile, OpenAI generated $13.07 billion in 2025 revenue against $34 billion in costs and expenses, highlighting the distance between commercial expansion and profitability.
The macroeconomic backdrop adds another dimension. The S&P 500 market capitalization-to-M2 ratio has climbed approximately 55.9% since 2000, reflecting a substantial expansion in equity valuations relative to monetary liquidity.
For venture capital investors, IPOs offer a path to realizing gains. For public investors, they introduce exposure to businesses with significant capital requirements and uncertain earnings trajectories.
The question is whether future profitability can justify valuations already pricing in extraordinary growth.
TREND TO WATCH
Venture Capital’s Recovery Has a Ceiling
Venture capital is recovering, but the next generation of startups is still struggling to attract fresh funding. According to KPMG, global first time venture financing reached $66.9B in 2026, down from $73.6B in 2025, a decline of 9.1%.
The bigger picture is even more revealing. After peaking at $102.1B in 2021, funding collapsed to $64.2B in 2024, before staging a modest rebound. Yet 2026 investment remains 34.5% below its peak, suggesting investors are far from returning to the aggressive deployment strategies of the previous cycle.
For PE and growth equity investors, the implications extend beyond venture capital. A weaker pipeline of newly funded companies today could translate into fewer mature acquisition targets tomorrow. Meanwhile, startups seeking their first institutional checks may face tougher negotiations on valuations, ownership, and capital structures.
Bottom line: Venture capital is no longer rewarding growth at any price. For investors willing to enter earlier, disciplined valuations could create attractive opportunities, but patience and selectivity will matter more than ever. (More)
PE’s Opportunity Is Moving Down-Market
Headline M&A volumes may still look subdued. Underneath them, however, the opportunity set is shifting.
Deals between $10M and $100M accounted for 43% of closed transactions in Q1 2025, up from 33% a year earlier. Deals between $100M and $500M rose from 26% to 36%. Meanwhile, transactions above $1B collapsed from 23% to just 6% of closes.
For PE, that creates a different kind of market. Middle- and lower-middle-market deals are taking more share, but execution isn’t necessarily getting easier: median diligence periods increased 11 days YoY, while deals placed on hold rose 8 percentage points.
Add financing to the equation—equity still represents 47.5% of transaction financing—and the message is clear: deployment increasingly depends on finding the right intersection of size, sector, valuation and execution risk.
The market may not be waiting to restart. It may already be reopening—just unevenly.
Continue reading: What’s Private Equity Missing Out On?. Explore how deal activity, diligence and financing are reshaping the middle-market opportunity set.
Go deeper: Explore Datasite and GF Data’s What’s Private Equity Missing Out On? for the underlying data on transaction sizes, financing structures, deal timelines and sector-level activity.
Join Datasite as the M&A Technology Partner of the AI Data & Insight Private Capital Breakfast in London, an invitation-only gathering at London's May Fair Hotel.
DILIGENCE CORNER BY 150 DILIGENCE
The Budget Ownership Test: Users Love It. But Who Pays for It?
A product can be essential to employees and still be expendable to the person controlling the budget. That disconnect is an overlooked risk in commercial due diligence.
According to Gartner, 74% of B2B buying teams experience unhealthy conflict during purchasing decisions, often because stakeholders have competing priorities or are overruled by other decision makers.
For private equity investors, customer satisfaction alone is not enough. A software platform might be indispensable to its users, but if its budget sits with an executive focused on cost reduction, renewals and expansion become less predictable.
The real diligence question is not simply whether customers value the product. It is who controls the spending, what business outcome justifies it, and how easily that budget can be redirected.
Customer interviews should therefore go beyond users to include economic buyers and budget owners. A business with enthusiastic users but weak executive sponsorship may have less durable revenue than its retention metrics suggest.
Bottom line: Product loyalty does not guarantee budget security. Underwrite the purchasing decision, not just customer satisfaction. (More)
MACROVIEW
Democrats Take Congress: What Changes for Private Equity?
The 2026 U.S. midterm elections have shifted congressional control to Democrats, who secured 54 Senate seats alongside a majority in the House, introducing new constraints on President Trump's economic agenda.
The economic backdrop remains complex. During Biden's presidency, cumulative inflation reached approximately 21%, compared with 8% during Trump's first term. Meanwhile, the S&P 500 gained 63% under Trump and 54% under Biden, demonstrating that market performance depends on factors extending beyond political leadership.
Fiscal pressures remain substantial across administrations. Federal deficits totaled $7.77 trillion under Biden, $6.14 trillion during Trump's first term and approximately $2.93 trillion during the first 20 months of his second term.
For private equity, Democratic congressional control could increase regulatory scrutiny across healthcare, housing and financial services while complicating fiscal negotiations. (More)
