Playbooks
6. Analysis - Topic Analysis
Topic Analysis
Category 5: Analysis
Matrix Position: Protect Externally
February 2026
1. Purpose
Guides deep analytical investigation of specific topics, themes, or questions that require structured research and multi-perspective examination. Topic Analysis is the focused analytical capability that produces insight on defined questions, whether emerging technologies, social trends, policy developments, or any subject requiring rigorous investigation beyond surface-level understanding.
2. When to Deploy This Playbook
Deploy when a specific topic requires deep investigation to inform decision-making. Deploy when the organization encounters a subject outside its current expertise. Deploy when competing narratives about a topic require structured analysis to distinguish signal from noise. Deploy when strategic decisions depend on understanding complex, multifaceted subjects.
3. Opening Provocation
You have opinions about this topic. Everyone does. But opinions are not analysis, and confidence is not understanding. How much of what you believe about this subject is based on evidence, and how much on the comfortable repetition of things you have heard?
4. Five-Stage Cascade
Each stage processes through the Five-Layer Dome. The Smart pathway optimizes for the best available outcome. The Wise pathway asks whether that outcome is the right one.
| Stage | Core Question | Smart Pathway | Wise Pathway |
|---|---|---|---|
| SCAN | What do we need to understand? | Define the analytical question precisely. Map existing knowledge, key sources, competing perspectives, and the evidence landscape. Identify what is known, disputed, and unknown. | Ask why this topic matters now and to whom. Ensure the question serves organizational purpose, not organizational prejudice. |
| PLAN | How do we investigate with rigor? | Design research approach: sources, methodology, analytical framework, timeline. Include diverse sources and perspectives. Plan for disconfirmation as well as confirmation. | Ensure perspectives that challenge preferred conclusions are included. Analysis that only confirms beliefs is propaganda, not research. |
| ACT | Conduct the analysis. | Gather evidence from multiple sources. Analyze patterns, contradictions, and gaps. Apply the Hannerz Six Lenses. Synthesize findings into actionable intelligence and document evidence chain. | Present findings with epistemic humility. Distinguish between what evidence shows, suggests, and does not address. |
| LEAD | Who ensures analytical integrity? | Lead analyst with subject expertise and methodological rigor. Quality assurance through peer review and clear communication to decision-makers. | Protect analytical independence from political pressure. Analysis that tells leaders what they want to hear is worse than no analysis. |
| GOVERN | Did the analysis inform better decisions? | Track whether findings influenced decisions. Assess analytical accuracy over time and build institutional learning. | Ask whether analysis widened perspective or merely confirmed it. The most valuable analysis changes minds. |
5. Five-Layer Dome Integration
The Dome architecture ensures each cascade stage is processed through five analytical layers before decisions surface.
| Dome Layer | Function | Application |
|---|---|---|
| L1: Signal Processing | Gather topic signals | Systematic collection of evidence from academic, commercial, governmental, journalistic, and primary sources. |
| L2: Cognitive Defence | Counter confirmation bias | Actively seek contradictory evidence and build disconfirmation into methodology. |
| L3: Decision Geometry | Map implications | Model how findings change the decision space and enable new strategic choices. |
| L4: Strategic Foresight | Project topic evolution | Analyze how the topic evolves over time and what it means for strategy. |
| L5: Wisdom Integration | Test for rightness | Ensure analysis serves understanding rather than confirmation. |
6. Key Frameworks Activated
Hannerz Six Lenses
Epistemic Calibration Protocol
Polyphony Engine
Evidence Chain Methodology
7. Decision Readiness Assessment (/40)
| Readiness Dimension | Score /5 | Evidence Required |
|---|---|---|
| Question Clarity | /5 | Research brief |
| Source Access | /5 | Source mapping |
| Analytical Capability | /5 | Analyst assessment |
| Methodological Rigor | /5 | Methodology document |
| Perspective Diversity | /5 | Source diversity |
| Disconfirmation | /5 | Counter-evidence search |
| Decision Relevance | /5 | Decision alignment |
| Communication | /5 | Reporting format |
8. Humanities Diagnostic Assessment (/5)
Examines analysis through epistemic humility and integrity, ensuring perspectives from those most affected are included.
9. Related Playbooks
PB26 Organizational Audit, PB28 Rivals Analysis, PB29 Sectoral Analysis, PB30 Insights, PB12 Early Warning.
10. Boundary Conditions and Thresholds
Compromised independence, broken evidence chain, suppressed findings, or inadequate timeline undermine analytical value.
11. Exit Criteria
Analysis complete with documented evidence chain, findings communicated, peer review completed, and follow-up triggers defined.
12. Closing Question
What did this analysis reveal that you did not expect? If the answer is nothing, the analysis either confirmed everything or examined nothing that mattered.
PreEmpt.Life | Playbook 27: Topic Analysis | ALEXIS Navigator™ v5.dome.11 | February 2026
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