AI-driven deal screening, bespoke growth-deal credit, and private credit liquidity backstops

AI Moves Into Pre-Sign Deal Screening Infrastructure

Clearlake Capital said it is partnering with Databricks to build an AI-enabled data platform across the full private equity lifecycle, from deal origination and due diligence to portfolio monitoring and post-close value creation. The platform will connect investment, operational, financial, and portfolio data in a secure environment, with West Monroe on implementation and Clearlake AI Labs helping portfolio companies deploy analytics tied to measurable outcomes.

Intapp’s launch of Celeste AI for customized deal screening and Harvey’s acquisition of Benchmark to deepen legal and transaction workflows point in the same direction: AI is shifting from generic productivity support into workflow-specific infrastructure for investing teams. Clearlake is the clearest signal because it extends AI into pre-sign underwriting, not just reporting after the deal is done. That matters for professionals because the bottleneck is moving from collecting materials to validating AI-generated hypotheses, challenging assumptions across fragmented data, and making faster go or no-go calls. Data fluency and judgment are becoming core deal skills, and teams that can separate signal from model output will move faster than those still doing manual assembly.

Private Credit Is Becoming the Liquidity Layer for Growth Deals

This week’s deal flow showed private credit being used as a precision liquidity tool, not just a leverage sleeve. DPE arranged bespoke financing for NTA as a bifurcated unitranche with a first-out/last-out split, plus a super-senior revolving credit facility from Commerzbank ahead of term debt from Adams Street Partners. The package funded the acquisition of NTA and its growth, not a defensive recapitalization.

The demand profile matches the structure. Family offices made up about 65% of NAV loan enquiries, and roughly 85% of that demand was for acquisitions, follow-ons, and new investments rather than distributions or distress support. Institutional capital is scaling around the same use case: Carlyle AlpInvest closed a $1.7 billion SACV fund, and Partners Group is targeting $1.5 billion for real estate secondaries.

For investors and operators, the message is clear: liquidity structuring is now part of core investment execution. If you work in deal teams, treasury, or portfolio finance, the edge is shifting toward designing capital stacks that can fund growth quickly without waiting for a traditional exit.

Secondary Pricing Becomes the Liquidity Backstop for Retail Private Credit

Cox Capital’s July 14 mini-tenders put a live price on liquidity stress in retail private credit: about $30.5 million of third-party bids for gated, non-traded BDCs including HPS Corporate Lending Fund, Apollo Debt Solutions BDC, and Ares Strategic Income Fund, at roughly 15–30% discounts to reported Class I NAV. Apollo Debt Solutions BDC was bid at $16.71 versus $23.87 NAV, with some offers expiring August 24. These tenders bypass issuer repurchase programs and make secondary pricing the clearing mechanism after oversubscribed windows. For practitioners, that means tighter liquidity forecasting, discount-to-NAV monitoring, and closer coordination across product, legal, IR, and distribution.