Kaakati Operational Due Diligence (M&A)
Required Inputs
| Input | Description | Required? |
|---|---|---|
| Target company overview | Business description, products, markets, size | Yes |
| Financial data | P&L, balance sheet (3 years); management projections | Yes |
| Deal thesis | Strategic rationale, expected synergies, integration approach | Yes |
| Operational data | Plant tours, org charts, equipment lists, capacity data | Yes |
| Management presentations | CIM, management deck, data room materials | Yes |
| Industry context | Market dynamics, competitive landscape, regulatory environment | Recommended |
| Acquirer operations profile | Acquirer's own operational capabilities and gaps | Recommended |
| Integration timeline | Expected close date, Day 1 requirements, 100-day plan scope | Recommended |
Execution Steps
Step 1: Operational Maturity Assessment (10 Dimensions)
Score the target across 10 operational dimensions on a 1-5 scale:
| Dimension | 1 - Ad Hoc | 2 - Developing | 3 - Defined | 4 - Managed | 5 - Optimized |
|---|---|---|---|---|---|
| 1. Planning & Scheduling | No formal planning; reactive | Basic MRP/scheduling; frequent expediting | S&OP process; capacity planning | Demand-driven planning; scenario capability | Integrated business planning; real-time optimization |
| 2. Sourcing & Procurement | Tactical purchasing; price-only | Approved vendor lists; basic contracts | Category management; TCO awareness | Strategic sourcing; supplier partnerships | Ecosystem orchestration; total value management |
| 3. Production / Operations | Firefighting mode; high variability | Basic SOPs; inconsistent execution | Standardized processes; quality at source | Lean operations; continuous improvement culture | Industry 4.0; autonomous operations |
| 4. Delivery & Logistics | Reactive shipping; no visibility | Basic carrier management; manual tracking | Optimized routing; TMS/WMS deployed | Integrated logistics; real-time visibility | Predictive logistics; autonomous optimization |
| 5. Quality Management | Inspection-based; reactive | Basic QMS; ISO awareness | ISO certified; SPC deployed | Proactive quality; Six Sigma capability | Zero-defect culture; predictive quality |
| 6. Maintenance & Reliability | Reactive / breakdown only | Preventive schedules; basic CMMS | Predictive elements; RCM awareness | Condition-based; reliability engineering | Prescriptive maintenance; digital twin |
| 7. EHS & Compliance | Compliance gaps; incident-reactive | Meets minimum regulatory requirements | Proactive EHS programs; audited | Leading indicators tracked; behavior-based | Zero-harm culture; industry benchmark |
| 8. Technology & Systems | Manual / spreadsheet-dependent | Basic ERP; siloed systems | Integrated ERP; data analytics emerging | Advanced analytics; IoT deployed | AI/ML-driven decision-making; digital twin |
| 9. People & Organization | High turnover; skill gaps; no development | Basic HR; some training | Structured development; skill matrices | High engagement; leadership pipeline | Self-directed teams; learning organization |
| 10. Continuous Improvement | No CI program | Ad hoc improvement projects | Structured CI program; dedicated resources | CI embedded in daily management | Innovation culture; breakthrough capability |
Maturity Score Interpretation:
- 1.0-2.0: Significant operational risk — Major investment needed; discount synergy estimates
- 2.1-3.0: Developing — Foundation exists but execution gaps; moderate integration complexity
- 3.1-4.0: Competent — Solid operations; synergy capture feasible with standard integration
- 4.1-5.0: Best-in-class — Potential to export capabilities to acquirer; preserve and learn
Step 2: Operational Risk Identification
For each dimension, identify specific operational risks:
Risk Classification Framework:
| Severity | Definition | Deal Impact |
|---|---|---|
| Deal Breaker | Risk that fundamentally undermines the deal thesis or requires price reduction > 15% | Pause deal; renegotiate price or walk away |
| Material | Risk requiring significant post-close investment ($1M+ or >6 months) to remediate | Adjust valuation; build into integration plan and budget |
| Manageable | Risk addressable within normal integration activities (< $1M, < 6 months) | Include in 100-day plan; assign owner |
| Noted | Observation for awareness; no immediate action required | Document; monitor during integration |
Risk Assessment Table:
| # | Dimension | Risk Description | Evidence | Severity | Financial Impact ($) | Probability | Mitigation | Timeline |
|---|---|---|---|---|---|---|---|---|
| 1 | [DB/Mat/Man/Not] | [H/M/L] | ||||||
| 2 |
Risk Heat Map Classification:
| Low Impact (< $500K) | Medium Impact ($500K-$5M) | High Impact (> $5M) | |
|---|---|---|---|
| High Probability (>60%) | Manageable | Material | Deal Breaker |
| Medium Probability (30-60%) | Noted | Manageable | Material |
| Low Probability (<30%) | Noted | Noted | Manageable |
Step 3: Synergy Quantification
Identify and quantify synergies across categories:
Cost Synergies:
| # | Category | Description | Gross Synergy ($M) | Implementation Cost ($M) | Net Synergy ($M) | Probability (%) | Risk-Adjusted ($M) | Timeline to Realize |
|---|---|---|---|---|---|---|---|---|
| 1 | Procurement | Volume leverage; supplier consolidation | ||||||
| 2 | Manufacturing | Capacity rationalization; best practice transfer | ||||||
| 3 | Distribution | Network optimization; DC consolidation | ||||||
| 4 | G&A | Eliminate duplicate functions; shared services | ||||||
| 5 | IT | System consolidation; license optimization | ||||||
| 6 | Real Estate | Facility consolidation | ||||||
| Total Cost Synergies | $[X] | $[X] | $[X] | $[X] |
Probability Weighting Guidelines:
| Confidence Level | Probability | Description |
|---|---|---|
| High | 75-90% | Clear overlap; precedent exists; management confirmed |
| Medium | 40-74% | Reasonable assumption; requires execution; some uncertainty |
| Low | 10-39% | Aspirational; depends on integration decisions not yet made |
| Speculative | < 10% | Theoretical; no clear path; do not include in base case |
Revenue Synergies (if applicable):
| # | Category | Description | Revenue Impact ($M) | Margin | Profit Impact ($M) | Probability (%) | Timeline |
|---|---|---|---|---|---|---|---|
| 1 | Cross-sell | ||||||
| 2 | Market access | ||||||
| 3 | Product bundling |
Note: Revenue synergies should be probability-weighted at 25-50% of cost synergy confidence levels. Most buyers over-estimate revenue synergies.
Step 4: Capital Expenditure Assessment
Evaluate capex requirements post-close:
| Category | Year 1 ($M) | Year 2 ($M) | Year 3 ($M) | Total ($M) | Purpose |
|---|---|---|---|---|---|
| Maintenance capex | Keep current operations running | ||||
| Deferred maintenance | Catch-up on underinvestment | ||||
| Growth capex | Support projected revenue growth | ||||
| Integration capex | IT, facility, equipment for integration | ||||
| Compliance capex | Regulatory, EHS, quality requirements | ||||
| Synergy-enabling capex | Investment needed to capture synergies | ||||
| Total | $[X] | $[X] | $[X] | $[X] |
Key questions to answer:
- Is current capex run-rate sustainable, or has the target been underinvesting?
- What is the deferred maintenance backlog (equipment age, condition, replacement schedule)?
- What capex is required to achieve the projected revenue growth?
- What capex is required to capture the synergies identified?
Step 5: Management and Organization Assessment
Key Personnel Assessment:
| Name / Role | Criticality (1-5) | Retention Risk (H/M/L) | Flight Risk Factors | Retention Action | Estimated Cost |
|---|---|---|---|---|---|
Organizational Assessment:
| Factor | Assessment | Implication for Integration |
|---|---|---|
| Organizational structure | [Flat/hierarchical; functional/matrix/BU] | |
| Span of control | [Average direct reports per manager] | |
| Key person dependencies | [Functions / processes dependent on individuals] | |
| Cultural indicators | [Entrepreneurial/process-driven; collaborative/siloed] | |
| Labor relations | [Union status; CBA terms; relationship quality] | |
| Talent pipeline | [Depth of succession; key vacancies] | |
| Compensation philosophy | [Above/at/below market; incentive structures] |
Step 6: Integration Complexity Assessment
Rate integration complexity across dimensions:
| Integration Dimension | Complexity (1-5) | Key Factors | Implication |
|---|---|---|---|
| IT / Systems | ERP compatibility; data migration; integration architecture | ||
| Operations / Manufacturing | Process compatibility; equipment standards; quality systems | ||
| Supply chain | Supplier overlap; logistics network; inventory systems | ||
| Organization / People | Cultural fit; retention risk; labor relations | ||
| Customer / Commercial | Customer overlap; channel conflict; brand strategy | ||
| Regulatory / Compliance | Antitrust; industry-specific; environmental | ||
| Geographic | Distance between operations; time zones; languages |
Overall Integration Complexity Score: [Sum / 35]
- 7-14: Low complexity — Standard integration playbook
- 15-24: Medium complexity — Dedicated PMO; extended timeline
- 25-35: High complexity — Significant risk; consider phased approach or standalone
Step 7: Valuation Impact Summary
Consolidate all findings into valuation adjustments:
| Item | Impact on Valuation ($M) | Direction | Confidence |
|---|---|---|---|
| Cost synergies (risk-adjusted, net of implementation costs) | Positive | ||
| Revenue synergies (risk-adjusted) | Positive | ||
| Deferred maintenance / catch-up capex | Negative | ||
| Integration costs (one-time) | Negative | ||
| Operational risks (expected value of remediation) | Negative | ||
| Working capital adjustment | +/- | ||
| Net Operational Adjustment | $[X] |
Output Template
# Operational Due Diligence Report: [Target Company Name]
**Transaction:** [Acquirer] acquisition of [Target]
**Date:** [Date]
**Prepared by:** [Consultant / Firm]
**Confidentiality:** [CONFIDENTIAL — Subject to NDA dated [X]]
---
## 1. Executive Summary
[3-4 paragraphs: deal thesis recap, operational assessment summary, key risks, synergy view, overall recommendation]
**Overall Operational Maturity:** [X.X] / 5.0 ([Ad Hoc / Developing / Competent / Best-in-class])
**Deal Breakers Identified:** [X] ([Yes — detail / None])
**Material Risks Identified:** [X]
**Total Cost Synergies (risk-adjusted):** $[X]M
**Total Integration & Remediation Costs:** $[X]M
**Net Operational Value Impact:** $[X]M
**Recommendation:** [Proceed / Proceed with conditions / Do not proceed]
---
## 2. Operational Maturity Assessment
| # | Dimension | Score (1-5) | Key Observations | Risk Level |
|---|-----------|------------|-----------------|------------|
| 1 | Planning & Scheduling | | | |
| 2 | Sourcing & Procurement | | | |
| 3 | Production / Operations | | | |
| 4 | Delivery & Logistics | | | |
| 5 | Quality Management | | | |
| 6 | Maintenance & Reliability | | | |
| 7 | EHS & Compliance | | | |
| 8 | Technology & Systems | | | |
| 9 | People & Organization | | | |
| 10 | Continuous Improvement | | | |
| | **Overall** | **[Avg]** | | |
### Maturity Radar Summary
[Describe which dimensions are strengths (>=4) vs. weaknesses (<=2) and implications for the deal]
---
## 3. DD Findings Table
| # | Finding | Dimension | Severity | Financial Impact ($M) | Probability | Required Action | Timeline |
|---|---------|-----------|----------|-----------------------|-------------|----------------|----------|
| 1 | | | Deal Breaker | | | | |
| 2 | | | Material | | | | |
| 3 | | | Manageable | | | | |
| 4 | | | Noted | | | | |
### Summary by Severity
| Severity | Count | Total Financial Impact ($M) |
|----------|-------|---------------------------|
| Deal Breaker | | |
| Material | | |
| Manageable | | |
| Noted | | |
---
## 4. Operational Risk Heat Map
### Critical Risks (Probability x Impact)
| Risk | Probability | Impact | Score | Mitigation | Cost to Mitigate |
|------|------------|--------|-------|------------|-----------------|
| | H/M/L | H/M/L | [P x I] | | $ |
### Risk Commentary
[Narrative on the top 3-5 risks, their interconnections, and cumulative impact on deal thesis]
---
## 5. Synergy Assessment
### Cost Synergies
| # | Category | Gross ($M) | Implementation Cost ($M) | Net ($M) | Probability | Risk-Adjusted ($M) | Timing |
|---|----------|-----------|------------------------|---------|-------------|-------------------|--------|
| 1 | Procurement | | | | | | |
| 2 | Manufacturing | | | | | | |
| 3 | Distribution | | | | | | |
| 4 | G&A | | | | | | |
| 5 | IT | | | | | | |
| 6 | Real Estate | | | | | | |
| | **Total** | **$[X]** | **$[X]** | **$[X]** | | **$[X]** | |
### Revenue Synergies
| # | Category | Revenue ($M) | Profit ($M) | Probability | Risk-Adjusted ($M) | Timing |
|---|----------|------------|-----------|-------------|-------------------|--------|
| | **Total** | | **$[X]** | | **$[X]** | |
### Synergy Realization Timeline
| Quarter | Cumulative Run-Rate Synergies ($M) | % of Total |
|---------|----------------------------------|-----------|
| Q1 post-close | | |
| Q2 post-close | | |
| Q3 post-close | | |
| Q4 post-close | | |
| Year 2 | | |
| Year 3 (full run-rate) | | |
---
## 6. Capital Expenditure Requirements
| Category | Year 1 ($M) | Year 2 ($M) | Year 3 ($M) | Total ($M) |
|----------|------------|------------|------------|-----------|
| Maintenance capex | | | | |
| Deferred maintenance | | | | |
| Growth capex | | | | |
| Integration capex | | | | |
| Compliance capex | | | | |
| Synergy-enabling capex | | | | |
| **Total** | **$[X]** | **$[X]** | **$[X]** | **$[X]** |
### Capex Commentary
[Is the target underinvesting? What is the deferred maintenance risk? What capex assumptions are embedded in management projections?]
---
## 7. Management Assessment
### Key Personnel
| Role | Criticality | Retention Risk | Recommendation |
|------|-----------|---------------|---------------|
| | [1-5] | [H/M/L] | [Retain / Evaluate / Replace] |
### Organizational Observations
[Culture, structure, talent depth, key person dependencies, labor relations]
---
## 8. Integration Complexity
| Dimension | Complexity (1-5) | Key Considerations |
|-----------|-----------------|-------------------|
| IT / Systems | | |
| Operations | | |
| Supply Chain | | |
| Organization | | |
| Commercial | | |
| Regulatory | | |
| Geographic | | |
| **Overall** | **[X.X]** | **[Low / Medium / High]** |
### Integration Recommendations
[Approach: full integration vs. standalone vs. phased; key sequencing decisions; Day 1 requirements]
---
## 9. Valuation Impact Summary
| Item | Amount ($M) | Direction |
|------|-----------|-----------|
| Cost synergies (risk-adjusted, year 3 run-rate) | $[X] | + |
| Revenue synergies (risk-adjusted) | $[X] | + |
| Implementation costs (one-time) | $[X] | - |
| Deferred maintenance / catch-up capex | $[X] | - |
| Operational risk remediation | $[X] | - |
| Working capital adjustment | $[X] | +/- |
| **Net Operational Adjustment** | **$[X]** | |
| **Implied Value (synergies @ [X]x multiple - costs)** | **$[X]** | |
---
## 10. Recommended Next Steps
### Pre-Close
1. [Action with owner and deadline]
2. [Action]
### Day 1 Requirements
1. [Critical action]
2. [Critical action]
### First 100 Days
1. [Priority action]
2. [Priority action]
Quality Checks
- All 10 operational dimensions are scored with specific evidence — no scores assigned without observable justification
- Every finding is classified using the 4-tier severity framework (Deal Breaker / Material / Manageable / Noted)
- Synergies have probability weightings — no unweighted "gross synergy" presented as achievable
- Revenue synergies are discounted more heavily than cost synergies (25-50% of cost synergy confidence)
- Implementation costs and timeline are stated for every synergy — no "free" synergies
- Deferred maintenance and capex backlog are assessed — not assumed to be zero
- Key personnel are individually assessed for criticality and retention risk
- Integration complexity is rated and drives the recommended integration approach
- Valuation impact summary ties all findings to a net dollar adjustment
- Deal Breakers (if any) are clearly called out in the executive summary — not buried in tables
- The report distinguishes between facts (observed/verified) and assumptions (estimated/projected)
- Day 1 requirements and first 100-day priorities are specified for post-close planning
- Confidentiality notice is present — this is a deal document