The Problem
Your deal team is spending its time on the wrong things.
According to Bonsai Labs, the average deal team still spends 45 minutes reviewing a single teaser. Diligence still runs 10 to 14 weeks. Meanwhile, deal flow volume has never been higher, and competition for quality assets has never been tighter.
The problem isn't effort — it's leverage. The same team that's manually screening hundreds of opportunities and grinding through data rooms could, with the right AI infrastructure, cover five times the market in half the time. According to KPMG's Q4 2025 AI Pulse Survey, PE leaders plan to invest an average of $101 million in AI over the next 12 months — but only 40% expect measurable ROI in that same window.
The gap isn't investment. It's what VCII's January 2026 whitepaper calls "use case syndrome" — disconnected pilots that generate activity but no measurable return. Middle market firms in particular lack the internal resources to cut through the noise, evaluate what actually works, and build it into their process.
That's exactly what we do.
What We Do
Strategy first. Implementation if you need it.
PrivCo AI Solutions helps middle market investors apply AI to the two areas where it creates the most immediate, measurable impact on investment performance: deal sourcing and due diligence.
We start with strategy — mapping where AI creates the most value for your specific thesis, team, and deal flow, and building a prioritized roadmap. If you have an internal team to execute, we hand it off. If you need us to build and deploy it too, we do that.
How We Engage
Four steps. Your choice of how far to go.
Every engagement begins with strategy. We assess where AI creates the most value in your sourcing and diligence process and deliver a clear, prioritized roadmap. From there, clients choose how far they want to go.
We map your current sourcing and diligence workflows, identify the highest-friction points, and rank AI opportunities by impact, feasibility, and time to value.
Where We Create Value
A sharper, faster investment operation.
Deal Sourcing
AI agents that monitor markets continuously, score every opportunity against your thesis criteria in real time, and surface the right deals before your competitors see them. According to Bonsai Labs, firms using these systems cut teaser screening from 45 minutes to 8 and expanded weekly deal coverage from 120 to 600 opportunities — with the same team.
Source: Bonsai Labs ↗Due Diligence
Automated financial processing, document review, contract analysis, and risk flagging — applied to the data room from day one. A comprehensive September 2025 assessment cited by VCII found 35–85% time savings in diligence, 90–95% accuracy in legal document review, and 5–10x faster data processing — findings corroborated by Third Bridge's 2026 research. What took 12 weeks can take 4.
Source: VCII / Third Bridge ↗Why PrivCo Solutions
Built for middle market PE. Not repurposed for it.
For over 15 years, we've worked exclusively with middle market investors. We know how these organizations operate, how deals get done, and what GPs and deal teams actually need from an outside partner.
We speak PE.
Every engagement is framed around your investment thesis, deal pace, and team structure — not generic AI transformation playbooks.
We are full-stack.
Strategy without execution is a report. We do both, under one roof, with one team accountable for results.
We are boutique by design.
Senior practitioners on every engagement. No hand-offs to junior analysts.
We move fast.
Our engagements are designed to produce measurable impact within the first 90 days.
We work with what you have.
No rip-and-replace. We build around your existing infrastructure, data sources, and workflows.
The firms seeing the most deals are also closing the fastest. Strategic AI is why.
Middle market PE is competitive. The edge goes to the teams that can see more of the market, move faster through diligence, and make better-informed decisions with the same headcount.
Let's talk about your deal operation.