Private Equity 3 Days

Last updated: May 24, 2026, 8:31 AM ET

AI Startup Metrics Under Scrutiny as Funding Rolls On

European AI startups more than doubled annualized revenue in months, with Berlin-based Peec reaching $10M in ARR by helping brands track their presence in AI search results. But skepticism is growing around how that number is being reported. Several AI startups are stretching traditional revenue metrics when disclosing progress to the public, and their venture capital backers are fully aware of the gap between stated ARR and realized cash flow. The discrepancy matters because it shapes valuations in a market where AI deal volume remains enormous. This week's funding roundup featured massive rounds across medical devices, futuristic AI gadgets, and frontier labs, reinforcing the idea that capital continues to flow freely into AI-adjacent categories even as investors demand sharper proof points. Meanwhile, Accel-KKR backed an asset operations platform called UpKeep that is building an AI-native vision for infrastructure management, signaling that PE firms are hunting for operational playbooks rather than pure software multiples. The trend extends to acquisitions: Anthropic and a PE-backed AI-native enterprise services firm acquired Fractional AI, with backing from Goldman Sachs, General Atlantic, Apollo Global Management, and others, suggesting the AI services layer is consolidating fast.

Defense and Aerospace Draw PE Capital

Private equity is pouring into defense and aerospace at a pace that would have seemed improbable five years ago. Earlybird is raising a €500 million defence fund with French investor AVP, while Capitol Meridian appointed former U.S. Army Secretary Ryan McCarthy as an operating partner to advise on defense market trends and portfolio value creation. In aerospace, One Bow River backed PteroDynamics, enabling the company to accelerate flight testing of its transwing VTOL unmanned aircraft systems. The sector's appeal is partly geopolitical, partly structural: defense budgets across Europe and the U.S. are expanding, and PE firms see persistent demand for equipment modernization. Separately, Oakley Capital recruited Christian Horner, the former Red Bull F1 team principal, to scout premium sports deals, marking another example of former high-profile executives being deployed as deal scouts in specialist sectors. The week's funding roundup also listed large deals in aerospace and defense, confirming that the category is no longer a niche play but a mainstream allocation for growth-oriented funds.

Pain Management and Healthcare Consolidation

The pain management sector has attracted at least five PE-backed deals, with Charterhouse Capital, Iron Path, and Revelar Capital leading the charge into platforms and add-on acquisitions. PE Hub reported that Charterhouse, Iron Path, and Revelar are actively seeking pain management assets, while a separate medtech deal saw Charlesbank merge two manufacturers into an orthopedics-focused platform. The appetite reflects a broader wave of healthcare consolidation: Partners Group launched a take-private deal for Recordati alongside a yield-focused strategy targeting mature heavy industries and traditional sectors. Partners Group's Todd Miller said there is white space in the corporate PE market for a yield strategy that does not really exist in a major way, pointing to longer hold periods and lower distribution rates as structural shifts. ICG delayed the launch of its mid-market Strategic Equity fund, its biggest dedicated vehicle for continuation vehicles, raising questions about whether the secondaries pipeline is cooling. Meanwhile, StepStone adjusted fee structures in its flagship secondaries funds, lowering fees during investment periods and raising them afterward, a move that could either attract or deter limited partners depending on market conditions.

Brand Acquisitions and Portfolio Company Activity

Authentic Brands Group, the PE-backed global brand and entertainment platform, acquired the denim brand Lee, adding another heritage label to its portfolio that includes Under Armour and Elvis Presley. In Europe, Avista and Damier acquired the Belgian vitamins company Sanotact, with Damier run by serial entrepreneur Yvan Vindevogel. Consumer-focused PE continues to target categories with sticky demand: a fragrance tech startup called Patina raised $2 million from Betaworks and True Ventures, positioning itself against an industry that has not changed in nearly half a century. On the exits side, Frontenac is preparing to sell the CV asset MCE, with Churchill Asset Management and 50 South Capital co-leading the continuation vehicle to extend Frontenac's hold on the industrials asset. Onex, Frontenac, and Sterling are testing the market for portcos, though sources say one of the three has paused its sale process. Trinity Hunt Partners formed a landscaping platform called Elevation Landscape, adding another industrial portfolio company to the sector's consolidation wave.

Fundraising and LP Strategy

Convective Capital raised an $85 million fund to broaden its mandate beyond fire tech into disaster resilience, while KKR backed a UK unicorn with an $80 million round. The fundraising environment suggests that LPs remain willing to write checks for specialized strategies, even as generalists face headwinds. HIG Capital tapped Brian Dutzar as managing director of its private wealth management team, expanding its focus on serving high-net-worth clients. Across the industry, PE International notes that longer hold periods and lower distribution rates are pushing GPs to offer alpha-delivering strategies through increasingly differentiated vehicles, a trend that will test whether LPs reward innovation or simply demand cash returns. In Southern Europe, Sifted mapped 60-plus legaltech startups and published its 2026 leaderboard of top investors in the region, underscoring how deeply European deal activity is fragmenting by geography and sector. The EU's rapid revisions to the AI Act add regulatory uncertainty to the mix, though it has not yet slowed capital deployment into the space.