Appendix A: Framework Selection Decision Trees

Overview

This appendix provides decision trees to help you quickly select the right framework for common business situations. Use these as navigation guides through the compendium.

Navigation boundary: These author-created trees route readers to chapter tools; they do not prove that a framework fits a decision or that using it will improve an outcome. Confirm the decision, evidence, assumptions, uncertainty, affected stakeholders, and applicable legal/ethical owners in the linked chapter. Chapter numbers below refer to the current canonical manuscript order.

Newly Added Decision Destinations

Use the question—not the chapter number—to choose a route. These links target active, stable headings in the public compendium.

The two entrepreneurship-through-acquisition routes appear because active headings exist in both Chapters 13 and 15. Chapter 13 owns pathway selection; Chapter 15 owns financing, diligence, and transition.

Decision Tree 1: Strategic Situation Analysis

Figure A.1. Strategic-situation routing (constructed). Routes industry and internal analysis, growth choices, disruption, financial health, operational capability, and AI opportunity questions to Chapters 3, 4, 6, and 16.

Text equivalent: Start with the decision and evidence need. Use Chapter 3 for industry, capabilities, growth, and disruption; Chapter 4 for financial health; Chapter 6 for operating capability; and Chapter 16 only after comparing AI and non-AI options.

graph TD
    Start[Strategic Question] --> A{What's the primary<br/>challenge?}

    A -->|Understand industry| B[Industry Analysis]
    A -->|Assess our strengths| C[Internal Analysis]
    A -->|Find growth opportunities| D[Growth Strategy]
    A -->|Respond to disruption| E[Innovation Strategy]

    B --> B1[Porter's Five Forces Ch 3<br/>PESTLE Analysis Ch 3]

    C --> C1{What aspect?}
    C1 -->|Resources/capabilities| C2[VRIO Framework Ch 3]
    C1 -->|Financial health| C3[Financial Ratios Ch 4<br/>DuPont Analysis Ch 4]
    C1 -->|Operational efficiency| C4[Value Stream Mapping Ch 6<br/>Theory of Constraints Ch 6]

    D --> D1{Current vs. new?}
    D1 -->|Current markets/products| D2[Ansoff Matrix Ch 3: Penetration<br/>BCG Matrix Ch 3: Portfolio]
    D1 -->|New markets/products| D3[Ansoff Matrix Ch 3: Diversification<br/>Blue Ocean Strategy Ch 3]

    E --> E1[Blue Ocean Strategy Ch 3<br/>Platform Strategy Ch 18<br/>AI Opportunity Assessment Ch 16]

Decision Tree 2: Financial Analysis & Valuation

Figure A.2. Financial-question routing (constructed). Separates intrinsic valuation, market and transaction evidence, operating performance, unit economics, venture finance, and cash/runway questions across Chapters 4, 15, 18, and 22.

Text equivalent: Use Chapter 4 for financial statements, intrinsic valuation, working capital, break-even, and sensitivity, and its comparable-company and precedent-transaction workflow for market and transaction evidence; Chapter 15 for venture financing and terms; Chapter 18 for platform/cohort economics; and Chapter 22 for benchmarking and uncertainty.

graph TD
    Start[Financial Question] --> A{What's the purpose?}

    A -->|Value a company| B{Context?}
    A -->|Monitor performance| C[Performance Analysis]
    A -->|Validate business model| D[Unit Economics]
    A -->|Manage cash| E[Cash Management]

    B -->|M&A/Investment| B1{Acquisition type?}
    B1 -->|Strategic acquisition| B2[DCF plus Comps and Precedents Ch 4]
    B1 -->|Leveraged buyout| B3[LBO Model Ch 4]
    B1 -->|Startup valuation| B4[VC Method Ch 15<br/>Comparable Approach Ch 15]

    C --> C1[Financial Ratios Dashboard Ch 4<br/>DuPont Analysis Ch 4<br/>Benchmarking Ch 22]

    D --> D1{Business type?}
    D1 -->|SaaS/Subscription| D2[CLV/CAC Analysis Ch 5<br/>Cohort Economics Ch 4]
    D1 -->|Platform/Marketplace| D3[Platform Unit Economics Ch 18<br/>Cohort Analysis Ch 5]
    D1 -->|Any business| D4[Break-Even Analysis Ch 4]

    E --> E1[Working Capital Cycle Ch 4<br/>Burn Rate and Runway Ch 15]

Decision Tree 3: Marketing & Customer Strategy

Figure A.3. Marketing and customer routing (constructed). Separates target/positioning, acquisition, retention, pricing, measurement, international/non-market go-to-market, accessibility-led service discovery, and experimentation across Chapters 5, 14, 21, and 22.

Text equivalent: Use Chapter 5 for segmentation, pricing, retention, journeys, cohorts, and attribution; Chapter 14 for launch and channel, including its international and non-market GTM gate; Chapter 21 for discovery, accessibility-led research, and service blueprinting; and Chapter 22 for precommitted experimentation.

graph TD
    Start[Marketing Question] --> A{What's the goal?}

    A -->|Acquire customers| B[Acquisition]
    A -->|Retain customers| C[Retention]
    A -->|Optimize pricing| D[Pricing]
    A -->|Measure effectiveness| E[Attribution]
    A -->|Enter new geography| F[International and Non-Market GTM]
    A -->|Redesign service| G[Accessibility and Service Blueprint]

    B --> B1{Channel?}
    B1 -->|Define target| B2[ICP Framework Ch 14<br/>Customer Journey Ch 5]
    B1 -->|Launch product| B3[GTM Strategy Canvas Ch 14<br/>Product Launch Ch 21]
    B1 -->|Optimize funnel| B4[Funnel Metrics Ch 5<br/>Causal Testing Ch 22]

    C --> C1[RFM Segmentation Ch 5<br/>Cohort Analysis Ch 5<br/>NPS Driver Analysis Ch 5]

    D --> D1[Pricing Strategy Matrix Ch 5<br/>Value-Based Pricing Ch 5]

    E --> E1[Attribution Models Ch 5<br/>Measurement Design Ch 22<br/>Causal Tests Ch 22]
    F --> F1[International and Non-Market Gate Ch 14]
    G --> G1[Accessibility-Led Research and Service Blueprint Ch 21]

Decision Tree 4: Operations & Process Improvement

Figure A.4. Operations and process routing (constructed). Routes flow, quality, cost, constraint, and supply-risk questions to Chapters 6, 9, 19, and 22; Lean operations/value-stream mapping is not the Lean Canvas.

Text equivalent: Use Chapter 6 for flow, capacity, waste, quality, and supply chain; Chapter 9 for root-cause structure; Chapter 19 for cyber/supplier exposure; and Chapter 22 for benchmarking and evidence.

graph TD
    Start[Operations Question] --> A{What's the problem?}

    A -->|Process too slow| B[Speed]
    A -->|Quality issues| C[Quality]
    A -->|Costs too high| D[Cost]
    A -->|Supply chain risk| E[Risk]

    B --> B1{Root cause?}
    B1 -->|Bottleneck| B2[Theory of Constraints Ch 6<br/>Process Flow Diagrams Ch 6]
    B1 -->|Waste| B3[Lean Operations Ch 6<br/>Value Stream Mapping Ch 6]
    B1 -->|Capacity constraint| B4[Capacity Planning Ch 6]

    C --> C1[Six Sigma DMAIC Ch 6<br/>SPC Charts Ch 6<br/>Fishbone Diagram Ch 9]

    D --> D1[Lean Operations Ch 6<br/>Value Stream Mapping Ch 6<br/>Financial Analysis Ch 4]

    E --> E1[Supply Chain Risk Matrix Ch 6<br/>Cyber Supply Risk Ch 19<br/>Problem Structuring Ch 9]

Decision Tree 5: Organizational & Leadership Challenges

Figure A.5. Organization and leadership routing (constructed). Routes change, team, talent, culture, negotiation, power, psychological safety, and sustainable digital transformation questions to Chapters 7, 8, 12, and 17.

Text equivalent: Use Chapter 7 for leadership, teams, conflict, motivation, power, safety, and negotiation alternatives, range, value, power, and ethics; Chapter 8 for execution and metrics; Chapter 12 for client-specific negotiation and stakeholder engagement; and Chapter 17 for transformation and its sustainability boundary.

graph TD
    Start[People Question] --> A{What's the challenge?}

    A -->|Leading change| B[Change Management]
    A -->|Building team| C[Team Building]
    A -->|Talent management| D[Talent]
    A -->|Culture issues| E[Culture]
    A -->|Negotiate alignment| F[Negotiation]
    A -->|Sustain digital change| G[Digital Sustainability]

    B --> B1[Kotter's 8 Steps Ch 7<br/>Transformation application Ch 17<br/>Stakeholder Mapping Ch 12]

    C --> C1{What aspect?}
    C1 -->|Team not performing| C2[Team Diagnostics Ch 7<br/>Psychological Safety Ch 7]
    C1 -->|Conflict| C3[Conflict Resolution Ch 7]
    C1 -->|Leadership approach| C4[Leadership Styles Ch 7]

    D --> D1[Talent and Job Design Ch 7<br/>Motivation Theories Ch 7]

    E --> E1[Culture Assessment Ch 7<br/>Values to Execution Ch 8]
    F --> F1[Negotiation Ch 7<br/>Client Negotiation Bridge Ch 12]
    G --> G1[Digital and AI Sustainability Boundary Ch 17]

Decision Tree 6: Consulting & Problem-Solving

Figure A.6. Consulting and problem-solving routing (constructed). Routes framing, analysis, experimentation, optimization, negotiation, recommendations, transformation, and implementation to Chapters 9, 10, 11, 12, 17, and 22.

Text equivalent: Use Chapter 9 to frame the problem; Chapter 10 for engagement frameworks; Chapter 11 for delivery; Chapter 12 for stakeholders and negotiation; Chapter 17 for transformation; and Chapter 22 for experimentation and optimization.

graph TD
    Start[Consulting Engagement] --> A{Project phase?}

    A -->|Problem definition| B[Structuring]
    A -->|Analysis| C[Analysis]
    A -->|Recommendations| D[Solutions]
    A -->|Implementation| E[Execution]

    B --> B1[Issue Trees Ch 9<br/>Problem Statement Canvas Ch 9<br/>MECE Principle Ch 9]

    C --> C1{Analysis type?}
    C1 -->|Root cause| C2[Fishbone Diagram Ch 9<br/>5 Whys Ch 9]
    C1 -->|Hypothesis testing| C3[Hypothesis Trees Ch 9<br/>Causal Testing Ch 22]
    C1 -->|Data analysis| C4[Pyramid Principle Ch 22<br/>Statistical Significance Ch 22]
    C1 -->|Incremental effect| C5[Experimentation Ch 22]
    C1 -->|Constrained allocation| C6[Optimization Ch 22]

    D --> D1[Consulting Frameworks Ch 10<br/>Decision Analysis Ch 22]

    E --> E1{Implementation type?}
    E1 -->|New business unit| E2[Consulting Frameworks Ch 10]
    E1 -->|M&A| E3[Project Delivery Ch 11]
    E1 -->|Digital transformation| E4[Digital Transformation Ch 17<br/>AI Strategy Ch 16]

Decision Tree 7: Startup & Entrepreneurship

Figure A.7. Startup and entrepreneurship routing (constructed). Routes discovery, product, service design, scaling, international go-to-market, acquisition entrepreneurship, economics, runway, financing, and stop decisions to Chapters 13, 14, 15, and 21.

Text equivalent: Use Chapter 13 for venture hypotheses, MVPs, and build/search/sponsor/acquisition pathway selection; Chapter 14 for launch, channels, and international/non-market entry; Chapter 15 for financing, diligence, transition, and runway; and Chapter 21 for discovery, accessibility, service design, PMF, prioritization, and product lifecycle.

graph TD
    Start[Startup Stage] --> A{Current stage?}

    A -->|Idea validation| B[Discovery]
    A -->|Product development| C[Build]
    A -->|Scaling| D[Scale]
    A -->|Fundraising| E[Funding]
    A -->|Acquire existing business| F[Entrepreneurship Through Acquisition]

    B --> B1[Customer Development Ch 13<br/>Problem-Solution Fit Ch 13<br/>Market Sizing Ch 13]

    C --> C1{Focus?}
    C1 -->|MVP| C2[MVP Framework Ch 13<br/>Lean Startup Cycle Ch 13]
    C1 -->|Product-market fit| C3[PMF Metrics Ch 21<br/>PMF Survey Ch 21]
    C1 -->|Pivot/stop decision| C4[Discovery Gates Ch 21]

    D --> D1{Readiness?}
    D1 -->|Check readiness| D2[Startup Readiness Ch 13]
    D1 -->|Go-to-market| D3[GTM Canvas Ch 14<br/>Channel Strategy Ch 14]
    D1 -->|Economics/runway| D4[Product Economics Ch 21<br/>Runway Ch 15]

    E --> E1[Pitch Deck Structure Ch 15<br/>Valuation Methods Ch 15<br/>Term Sheet Analysis Ch 15]
    F --> F1[Venture Pathway Selection Ch 13<br/>ETA Financing, Diligence, and Transition Ch 15]

Decision Tree 8: AI & Digital Strategy

Figure A.8. AI and digital decision routing (constructed). Routes AI/non-AI opportunity, sourcing, data readiness, deployment, transformation sustainability, security, ethics, and governance to Chapters 16, 17, 19, 20, and 21.

Text equivalent: Use Chapter 16 for value, sourcing, evaluation, and AI governance; Chapter 17 for capability and workforce change and its digital and AI sustainability system boundary; Chapter 19 for security; Chapter 20 for ethics and remedy; and Chapter 21 for accessible product/service discovery and lifecycle.

graph TD
    Start[AI/Digital Question] --> A{What's the goal?}

    A -->|Identify AI opportunities| B[Opportunity]
    A -->|Build AI capabilities| C[Build]
    A -->|Deploy AI| D[Deploy]
    A -->|Govern AI| E[Govern]
    A -->|Sustain digital change| F[Sustainability Boundary]

    B --> B1[AI and Non-AI Assessment Ch 16<br/>Use Case Prioritization Ch 16]

    C --> C1{Decision?}
    C1 -->|Capability source| C2[Build vs Buy vs Partner Ch 16]
    C1 -->|Data readiness| C3[Data Readiness Assessment Ch 16]
    C1 -->|Product lifecycle| C4[AI Product Management Ch 21]

    D --> D1[MLOps and Change Control Ch 16<br/>Transformation Ch 17<br/>Security Ch 19]

    E --> E1[AI Governance Ch 16<br/>Ethics and Remedy Ch 20<br/>Cyber Governance Ch 19]
    F --> F1[Digital and AI Sustainability System Boundary Ch 17]

Decision Tree 9: Project Management

Figure A.9. Project delivery routing (constructed). Selects predictive, adaptive, or hybrid delivery from uncertainty, regulation, coupling, feedback, and change cost, then routes all methods to Chapter 11.

Text equivalent: Use Chapter 11 for chartering, work breakdown, schedule, risk, change, agile, hybrid, monitoring, and closure. Choose the delivery approach from uncertainty, compliance, dependency, stakeholder-feedback, and reversibility needs rather than a methodology label alone.

graph TD
    Start[Project Context] --> A{Uncertainty, regulation,<br/>coupling, and feedback?}

    A -->|Waterfall| B[Traditional PM]
    A -->|Agile| C[Agile PM]
    A -->|Hybrid| D[Hybrid Approach]

    B --> B1{Project phase?}
    B1 -->|Initiation| B2[Project Charter Ch 11]
    B1 -->|Planning| B3[WBS Ch 11<br/>Gantt/CPM Ch 11<br/>Risk Register Ch 11]
    B1 -->|Monitoring| B4[EVM Ch 11<br/>Change Control Ch 11]
    B1 -->|Closing| B5[Closure Evidence Ch 11]

    C --> C1{Framework?}
    C1 -->|Scrum| C2[Scrum Framework Ch 11<br/>Sprint Planning Ch 11]
    C1 -->|Kanban| C3[Kanban Board Ch 11<br/>WIP Limits Ch 11]

    D --> D1[Combine Waterfall planning<br/>with Agile execution]

Decision Tree 10: Launching New Business Unit

Comprehensive framework selector (cross-chapter author synthesis)

Figure A.10. New-business-unit decision and evidence gates (constructed). Integrates strategy, valuation evidence, legal lifecycle, negotiation, business model, international/non-market go-to-market, operations, accessible service discovery, experimentation, optimization, sustainability, scale, and transformation across the canonical chapters.

Text equivalent: Frame and test strategic, financial, stakeholder, operating, product, legal/ethical, and risk assumptions before go/no-go. Use the Chapter 2 legal lifecycle gate, Chapter 4 market/transaction valuation evidence, Chapter 7 and 12 negotiation routes, the Chapter 14 international/non-market gate, the Chapter 17 sustainability boundary, Chapter 21 accessibility/service blueprinting, and Chapter 22 experimentation/optimization when those questions are material. Build a bounded pilot; scale only when value, economics, operations, customer, workforce, risk, and governance gates are met; otherwise pivot, redesign, or stop.

graph TD
    Start[New Business Unit Question] --> Frame[Frame Decision, Alternatives,<br/>Owners, and Stop Conditions]

    Frame --> Strategy[Strategy and Market Evidence<br/>Ch 3 and Ch 9]
    Frame --> Finance[Cash, DCF, Comps, Precedents,<br/>Sensitivity Ch 4 and Ch 22]
    Frame --> Stakeholders[Customers, Workforce, Stakeholders,<br/>and Negotiation Ch 5, Ch 7, and Ch 12]
    Frame --> Duties[Legal Lifecycle, Ethical, Security,<br/>and Risk Duties Ch 2, Ch 19, and Ch 20]

    Strategy --> Gate1{Evidence Sufficient<br/>to Design Options?}
    Finance --> Gate1
    Stakeholders --> Gate1
    Duties --> Gate1

    Gate1 -->|No| Revise[Gather Evidence, Redesign,<br/>Use Another Option, or Stop]
    Revise --> Frame
    Gate1 -->|Yes| Design[Design Business Model, International/Non-Market GTM,<br/>Operating Model, Service Blueprint, and Governance]

    Design --> Pilot[Accessible Bounded Pilot, Experiment, or MVP<br/>Ch 11, Ch 13, Ch 21, and Ch 22]
    Pilot --> Gate2{Value, Economics, Operations,<br/>Customer, Workforce, Risk,<br/>and Governance Gates Met?}

    Gate2 -->|No| Rework[Pivot, Remedy, Redesign,<br/>Pause, or Stop]
    Rework --> Design
    Gate2 -->|Yes| Scale[Optimize, Stage Launch, or Scale<br/>Ch 6, Ch 14, Ch 17, and Ch 22]

    Scale --> Monitor[Monitor Evidence, Harms, Capacity,<br/>Sustainability Boundary, and Assumptions]
    Monitor --> Gate2

Quick Reference: Common Business Situations

Situation 1: "Revenue is declining"

Step 1: Diagnose

• Issue Tree (Ch 9): Revenue = Volume × Price
  • Volume down? → Market size shrinking OR losing market share?
  • Price down? → Price realization OR mix shift?

Step 2: Analyze

• Porter's Five Forces (Ch 3): Industry becoming less attractive?
• Cohort Analysis (Ch 5): Retention declining?
• Financial Ratios (Ch 4): Compare definitions and accounting with peers

Step 3: Solve

• If volume down: GTM Strategy (Ch 14), Blue Ocean (Ch 3)
• If price down: Pricing Strategy Matrix (Ch 5)
• If retention down: Customer Analytics and Journey (Ch 5)

Situation 2: "Costs are too high"

Step 1: Diagnose

• DuPont Analysis (Ch 4): Which component of ROE changed?
• Value Stream Mapping (Ch 6): Where is waste?
• Theory of Constraints (Ch 6): What's the bottleneck?

Step 2: Analyze

• Benchmarking (Ch 22): How comparable are the definitions and peers?
• Process Flow Diagrams (Ch 6): Map current state
• Fishbone Diagram (Ch 9): Generate root-cause hypotheses

Step 3: Solve

• Lean operations and value-stream mapping (Ch 6): reduce non-value-adding work
• Six Sigma (Ch 6): reduce variation and defects where the method fits
• Pricing Strategy (Ch 5): test value, demand, and distributional effects

Situation 3: "Team not performing"

Step 1: Diagnose

• Team diagnostics (Ch 7): What observed pattern needs explanation?
• Psychological Safety (Ch 7): Can people raise risks and dissent?
• Job and talent design (Ch 7): Do roles, capacity, capability, and incentives fit?

Step 2: Analyze

• Leadership Styles (Ch 7): Does the approach fit context and power?
• Org Design (Ch 7): Is structure aligned with strategy and controls?
• Motivation Theories (Ch 7): Which testable explanation fits the evidence?

Step 3: Solve

• If trust issue: Vulnerability exercises, team building
• If conflict issue: Conflict Resolution (Ch 7)
• If accountability issue: RACI and project governance (Ch 11), OKRs (Ch 8)
• If results issue: KPI hypotheses (Ch 22), performance system (Ch 7)

Situation 4: "Should we enter this market?"

Step 1: Assess Attractiveness

• Porter's Five Forces (Ch 3): Which forces and scenarios alter economics?
• PESTLE Analysis (Ch 3): Which external changes matter and with what evidence?
• Market Sizing: TAM/SAM/SOM sufficient?

Step 2: Assess Fit

• VRIO Analysis (Ch 3): What evidence supports advantage?
• Ansoff Matrix (Ch 3): What capability and market uncertainty changes?
• Scenario Planning (Ch 3): plausible alternatives and triggers

Step 3: Financial Viability

• DCF Model (Ch 4): Does the decision hold across plausible cash-flow assumptions?
• Unit Economics (Ch 4): Are cohort contribution and cash needs sustainable?
• Break-Even Analysis (Ch 4): Are volume, mix, capacity, cost, and timing assumptions credible?

Decision Criteria:

• Industry economics and uncertainty are decision-relevant
• Required capabilities and credible differentiation are supported
• Financial case survives sensitivity and alternatives
• Strategy, capacity, stakeholders, and governance fit
• Legal, ethical, operational, and residual-risk owners approve the next bounded commitment

Situation 5: "AI project - where to start?"

Step 1: Opportunity Assessment

• AI and non-AI Opportunity Assessment (Ch 16)
• Use Case Prioritization with risk and sensitivity (Ch 16/22)

Step 2: Readiness Check

• Capability and governance readiness (Ch 16/17)
• Data Readiness Assessment (Ch 16): do we have authority, quality, provenance, and evaluation data?
• Build vs Buy vs Partner (Ch 16): compare lifecycle economics, control, portability, and risk

Step 3: Pilot

• Product Discovery (Ch 21): define a bounded test
• AI Business Case (Ch 16): baseline, alternatives, value, cost, and uncertainty
• Ethics and Remedy (Ch 20): affected-party and moral/legal review

Step 4: Scale

• MLOps and Change Control (Ch 16): version, evaluate, approve, stage, rollback
• Cybersecurity (Ch 19) and AI Governance (Ch 16)
• Transformation and workforce participation (Ch 17)

Situation 6: "Startup - product-market fit?"

Measure PMF:

• PMF survey (Ch 21): use as a contextual signal, not a universal cutoff
• Customer measures (Ch 5): interpret by segment and decision
• Retention cohorts (Ch 5/21): define a product-specific curve and economics
• Acquisition evidence (Ch 5/14): attribute channel and word-of-mouth carefully

If YES (have PMF):

• Scale readiness (Ch 13)
• GTM Strategy Canvas (Ch 14)
• Product economics and lifecycle gates (Ch 21)

If NO (don't have PMF):

• Customer Development (Ch 13): improve sampling and evidence
• Product Discovery (Ch 21): redesign, pivot, stage, or stop
• Lean Startup Cycle (Ch 13): run the next decision-relevant test

If UNCERTAIN (borderline):

• Cohort Analysis (Ch 5): are newer cohorts different and why?
• Product Discovery (Ch 21): what job or workflow should change?
• Causal Testing (Ch 22): choose an ethical, feasible design

Framework Combination Strategies

Strategy 1: "Full Strategic Planning"

1. External Analysis

   • Porter's Five Forces (Ch 3)
   • PESTLE Analysis (Ch 3)
   • Competitive analysis

2. Internal Analysis

   • VRIO Framework (Ch 3)
   • Financial Ratios (Ch 4)
   • Value Chain Analysis (Ch 3)

3. Strategic Options

   • Ansoff Matrix (Ch 3)
   • Blue Ocean Strategy (Ch 3)
   • Scenario Planning (Ch 3)

4. Financial Validation

   • DCF Model (Ch 4)
   • Sensitivity Analysis (Ch 22)

5. Implementation Planning

   • Organizational frameworks (Ch 7/10)
   • Change Management (Ch 7/17)

Strategy 2: "Operational Excellence Program"

1. Current State Assessment

   • Value Stream Mapping (Ch 6)
   • Process Flow Diagrams (Ch 6)
   • Financial Ratios (Ch 4)

2. Root Cause Analysis

   • Fishbone Diagram (Ch 9)
   • Theory of Constraints (Ch 6)
   • 5 Whys

3. Solution Design

   • Lean operations/value-stream design (Ch 6)
   • Six Sigma DMAIC (Ch 6)
   • Process redesign

4. Implementation

   • Project Charter (Ch 11)
   • Change Management (Ch 7/17)
   • WBS and Gantt (Ch 11)

5. Monitoring

   • SPC Charts (Ch 6)
   • KPI Hypothesis Tree (Ch 22)
   • Continuous improvement

Strategy 3: "Digital Transformation"

1. Opportunity Identification

   • Digital Transformation Framework (Ch 17)
   • AI Opportunity Assessment (Ch 16)
   • Platform Strategy (Ch 18)

2. Prioritization

   • Use Case Prioritization (Ch 16)
   • Product/portfolio prioritization (Ch 21)
   • Business case and uncertainty (Ch 4/22)

3. Build Capabilities

   • Capability/readiness assessment (Ch 16/17)
   • Build vs Buy vs Partner (Ch 16)
   • Data Readiness (Ch 16)

4. Implementation

   • Agile/Scrum (Ch 11)
   • MLOps and change control (Ch 16)
   • Operations and architecture dependencies (Ch 6/17)

5. Adoption

   • Change Management for AI (Ch 17)
   • Stakeholder Management (Ch 12)
   • Training and support

Chapter Cross-Reference Matrix

Use this table to find all frameworks related to a business function:

Quick Start Guide

"I have 5 minutes..."

→ Use the relevant decision tree above, then apply Appendix B's contrarian challenge protocol to test the leading assumption and its strongest credible rival.

"I have 30 minutes..."

→ Read Executive Summary of relevant chapter + 1 framework in detail

"I have 2 hours..."

→ Read full chapter + apply 1-2 frameworks to your situation

"I have 1 day..."

→ Read multiple chapters + create implementation plan using 5-10 frameworks

"I'm teaching/presenting..."

→ Use case studies from chapters + visual diagrams (Mermaid)