AI Advisory for Private Equity

Your fund's 24/7 analyst is already built
Learn how to use it

We train PE teams to turn AI into a real investment tool — IC memos, CIMs, financial models.

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7+
Years in PE special situations & real estate
700+
Hours training AI models for financial analysis
1,000+
Financial prompts reviewed as PE & VC Pod Lead
The Challenge

AI is being adopted in your fund — but not effectively

Most PE teams are experimenting. Few have made the output investment-grade.

Read our view
What This Looks Like

AI embedded into every stage of the deal workflow

01

Deal Screening & Initial Pricing

 02

AI-Powered Due Diligence

 03

Investment Committee Prep

 04

Portfolio Monitoring & Reporting
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Skills

Pre-built workflows
Real deliverables

Drop in a CIM, get back an intro memo and a pricing model in minutes — not days.

See the Skills
How We Work

Seed + Refine — the structured way to get IC-ready output

A diagnostic, a masterclass, and ongoing advisory — built from hundreds of hours training AI for financial analysis.

Our methodology
About LCAT

Built by an investor, not an IT consultant

Founded by a Bain Capital investment professional and Head of the Private Equity & Venture Capital team on a leading AI training programme.

About LCAT
Get Started

Start with a conversation

We work with a limited number of funds. If you're exploring how AI can improve your deal execution, we're happy to share concrete examples.

Book an Introductory Call
Or email us directly: info@lcat.capital