AI Skill Report Card

Drafting Pe Acquisition Memos

A-85·Jan 24, 2026

PE/Strategic Buyer Memo Creation

Target: TechCorp Software Solutions Deal Size: $150M Enterprise Value

Executive Summary

  • Recommendation: PROCEED - Strong strategic fit with 25% IRR base case
  • Investment Thesis: Market-leading SaaS platform in growing vertical with clear acquisition synergies
  • Key Metrics: 3.2x revenue multiple, 15x EBITDA, 18-month payback period
Recommendation
Add specific financial templates or standardized memo formats that can be immediately used

Progress:

  • Executive Summary - Investment recommendation with key metrics
  • Strategic Rationale - Synergies identification and quantification
  • Financial Analysis - Three-scenario modeling with returns
  • Market Assessment - TAM/SAM analysis and competitive landscape
  • Due Diligence Summary - Key findings from workstreams
  • Risk Framework - Identified risks with mitigation strategies
  • Transaction Structure - Deal mechanics and financing approach
  • Exit Strategy - Liquidity options and timeline
  • Investment Committee Recommendation - Final decision framework

Step-by-Step Process

  1. Gather Base Materials

    • Management presentation
    • Financial model and projections
    • Due diligence reports (financial, commercial, legal, IT)
    • Market research and benchmarking data
  2. Structure Analysis

    • Build three-scenario financial model (Base/Upside/Downside)
    • Calculate returns: IRR, MOIC, payback period, NPV
    • Quantify synergies by category and timeline
  3. Risk Assessment

    • Categorize risks: execution, market, financial, regulatory
    • Assign probability and impact ratings
    • Develop specific mitigation strategies
  4. Investment Committee Packaging

    • Lead with recommendation and supporting rationale
    • Present probability-weighted returns
    • Include sensitivity analysis on key assumptions
Recommendation
Include more concrete input/output examples showing actual memo sections with real numbers and calculations

Example 1: SaaS Platform Acquisition

Input: Manufacturing software company, $50M revenue, 25% EBITDA margins

Output:

EXECUTIVE SUMMARY
Recommendation: PROCEED with acquisition of ManufacturingTech at $200M EV

Strategic Rationale:
• Extends platform into $2B manufacturing software TAM
• Cross-selling opportunity to 500+ existing enterprise clients
• Proven management team with 15% organic growth track record

Financial Returns (Probability-weighted):
• Base Case (60%): 22% IRR, 2.8x MOIC
• Upside Case (25%): 35% IRR, 4.2x MOIC  
• Downside Case (15%): 12% IRR, 1.8x MOIC
• Blended: 23% IRR, 2.9x MOIC

Key Risks & Mitigants:
• Customer concentration (Top 3 = 40% revenue) → Diversification plan
• Integration complexity → Dedicated PMO with 18-month timeline
• Regulatory changes → Legal review confirms low probability

Example 2: Industrial Services Rollup

Input: Regional HVAC services, $25M revenue, fragmented market

Output:

STRATEGIC RATIONALE & SYNERGIES
Revenue Synergies ($8M annual by Year 3):
• Cross-selling commercial services to residential base: $3M
• Geographic expansion using combined infrastructure: $5M

Cost Synergies ($12M annual by Year 2):
• Corporate overhead consolidation: $4M
• Purchasing scale on equipment/materials: $3M  
• Route optimization and fleet reduction: $2M
• Technology platform unification: $3M

Market Position:
• Creates #2 player in metro market (12% share)
• Defensible local network with 24/7 service capability
• Recurring maintenance contracts provide stable cash flow
Recommendation
Expand the due diligence integration section with specific checklists for each workstream (financial, commercial, legal, IT)

Financial Modeling

  • Use conservative assumptions in base case
  • Stress-test key value drivers (revenue growth, margins, multiples)
  • Include detailed working capital and capex forecasts
  • Model synergies with realistic timing and probability of achievement

Risk Assessment Framework

  • Quantify impact in dollar terms where possible
  • Assign probability percentages to major risks
  • Focus on controllable vs. uncontrollable factors
  • Link mitigation strategies to integration timeline

Investment Committee Presentation

  • Lead with clear recommendation and rationale
  • Use probability-weighted returns for decision-making
  • Include bridge analysis showing value creation sources
  • Provide sensitivity tables for key assumptions

Synergies Quantification

  • Separate revenue and cost synergies with different timelines
  • Include implementation costs and integration risks
  • Use benchmarking data from comparable transactions
  • Build bottom-up models for major synergy categories

Over-optimistic Projections

  • Don't assume perfect execution of management plan
  • Include integration delays and execution risks in base case
  • Validate synergies against industry benchmarks

Inadequate Risk Assessment

  • Avoid generic risk factors without specific mitigation
  • Don't underestimate integration complexity and costs
  • Include regulatory and competitive response scenarios

Poor Scenario Construction

  • Base case should be most likely outcome, not conservative
  • Ensure scenarios reflect genuine probability distribution
  • Don't make upside case unrealistically optimistic

Weak Strategic Rationale

  • Avoid vague synergy claims without quantification
  • Don't ignore competitive dynamics post-acquisition
  • Ensure strategic logic aligns with portfolio strategy

Transaction Structure Oversights

  • Consider tax implications of deal structure
  • Include contingency planning for financing market changes
  • Don't overlook regulatory approval requirements and timing
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Grade A-AI Skill Framework
Scorecard
Criteria Breakdown
Quick Start
11/15
Workflow
11/15
Examples
15/20
Completeness
15/20
Format
11/15
Conciseness
11/15