Introduction to the Strategic Actor Profiling Methodology (SAPM-II)

R.M. Westerink; August 2026

Part 1 – Why SAPM-II?

Executive Summary

SAPM-II is an evidence-based methodology for analysing and comparing the strategic position of states and other strategic actors. Rather than starting from theories, ideologies or isolated events, SAPM-II begins with systematically collected observations. Those observations are progressively organised into a coherent analytical picture that explains not only what happened, but also how strategic power is created, preserved and exercised.

The methodology separates analysis from interpretation. Its reports present structured analytical findings without advocating policy or political preferences. They are intended to serve as an independent analytical foundation upon which policymakers, journalists, researchers and readers may build their own interpretations.

About SAPM-II

The Strategic Actor Profiling Methodology (SAPM-II) is an analytical framework for assessing strategic power through systematically collected observations. It transforms observations into structured analytical objects—including Strategic Programs, Strategic Episodes and Strategic Mechanisms—to explain how actors pursue strategic objectives and influence one another. Each analytical object answers a different question. Together they progressively transform observations into strategic understanding. The resulting Strategic Balance Reports are independent analytical products that describe what the available evidence indicates, providing a transparent basis for strategic discussion without prescribing policy.

1. Why another strategic methodology?

Strategic affairs are usually described through news reporting, military assessments, diplomatic commentary or historical analysis. Each of these perspectives contributes valuable insights, yet they often focus on different parts of the same reality. One analysis may describe military capabilities, another political leadership, a third economic sanctions, and a fourth public opinion. The reader is left to combine these elements into an overall understanding.

SAPM-II was developed from a simple question: can strategic power itself be analysed in a structured and reproducible way? The methodology therefore seeks to organise observations into a coherent analytical framework that explains how actors build strategic capabilities, interact, attempt to influence one another and ultimately shape the strategic balance.

2. The Basic Idea

The central idea behind SAPM-II is straightforward. Every strategic assessment should begin with observations rather than assumptions. Individual observations are rarely sufficient to explain strategic behaviour, but when systematically organised they reveal recurring patterns that are recognisable across different conflicts, actors and periods.

Instead of asking only 'What happened?', SAPM-II also asks 'How did this contribute to strategic power?' That shift in perspective allows military actions, diplomacy, economic measures, information campaigns and other observable developments to be analysed within one integrated framework.

The following parts of this introduction explain how SAPM-II progressively transforms observations into an analytical understanding of strategic power.

Part 2 – The Ontology

The following sections introduce these analytical objects and explain the role each plays within the overall SAPM-II architecture.

The SAPM-II ontology evolved during the development of the methodology as increasingly complex strategic questions required increasingly expressive analytical objects. Each object therefore exists because it contributes a distinct analytical perspective that could not be represented adequately by the preceding objects alone.

Using an ontology improves consistency between analyses, makes analytical reasoning transparent, supports progressive integration of observations into higher-level understanding and enables meaningful comparison between different actors and different periods.

In SAPM-II, an ontology simply means a carefully defined set of analytical concepts and the relationships between them. Rather than treating every observation as unique, the methodology groups observations into clearly defined analytical objects with explicit meanings and relationships. This creates a common analytical language for describing strategic reality.

Strategic reality is inherently complex. Governments, armed forces, alliances, economies, technologies and societies continuously influence one another through large numbers of interacting events. When analysed individually these developments often appear disconnected; when analysed only through broad narratives, important distinctions and relationships may disappear.

3. Looking at Strategy through Observations

SAPM-II begins with observations because they provide the most neutral starting point for strategic analysis. Observations are validated records of strategically relevant developments within a defined Observation Space. Individually they rarely explain strategy; collectively they form the evidence from which higher-level understanding is derived.

4. The Core Analytical Objects

Observation

An Observation is the smallest analytical unit. Every analytical conclusion remains traceable to one or more observations.

Action

Actions identify purposeful behaviour by an actor and bridge raw evidence and strategic interpretation.

Strategic Program

A Strategic Program is a persistent line of effort through which an actor develops or maintains strategic capability over time. Strategic Programs allow long-term strategic capabilities to be distinguished from individual events.

Strategic Episode

A Strategic Episode is a bounded period of strategic interaction connecting related actions around identifiable objectives. Strategic Episodes provide the temporal structure that connects individual actions into recognisable strategic interactions.

Strategic Mechanism

Strategic Mechanisms explain how actors seek to create strategic change by linking objectives, interventions, targets and expected strategic consequences. Strategic Mechanisms explain how strategic effects are expected to emerge from programmes and episodes.

Strategic Context

Strategic Context captures the broader political, economic, geographic and institutional conditions influencing strategic interaction.

5. From Objects to Understanding

The analytical objects form complementary layers rather than alternatives. Observations describe what was seen; Actions identify purposeful behaviour; Strategic Programs describe enduring capability; Strategic Episodes organise interaction through time; Strategic Mechanisms explain causal strategic change; Strategic Context explains the environment. Together they create a coherent understanding of strategic power.

Part 3 – From Observations to Strategic Understanding

6. The Analytical Architecture

SAPM-II transforms individual observations into progressively richer analytical understanding through a structured sequence of analytical steps. Each step adds a different perspective while preserving traceability to the original evidence. The purpose is not to replace expert judgement, but to organise it consistently.

Processing sequence:

Observation Space
      ↓
Observations
      ↓
Actions
      ↓
Strategic Programs
      ↓
Strategic Episodes
      ↓
Strategic Mechanisms
      ↓
Power Profile
      ↓
Power Profile Comparison
      ↓
Strategic Balance Report

7. Managing Analytical Complexity

Real-world strategic analysis is rarely simple. Hundreds or thousands of observations may originate from different source classes, refer to different domains, and describe overlapping actions, programmes and interactions. Without a structured methodology, important relationships can easily be overlooked or interpreted inconsistently.

SAPM-II addresses this challenge by combining a formal analytical architecture with AI-assisted semantic processing. The methodology therefore separates semantic interpretation from analytical control. Artificial intelligence supports semantic processing, while SAPM-II defines the analytical objects, validation rules and integration procedures that determine how strategic understanding is constructed. Artificial intelligence is used because the methodology requires the consistent interpretation of large volumes of observations. Its role is to recognise semantic relationships, populate the defined analytical objects and preserve traceability throughout the analysis. The methodology—not the AI—defines how observations are transformed, integrated and validated.

Rather than generating conclusions directly from observations, SAPM-II first converts observations into formally defined analytical objects. Each object has an explicit semantic definition, a specific analytical purpose and defined relationships with other objects. This object-oriented approach allows strategic understanding to emerge progressively while remaining transparent and reproducible.

Handling Complex Analytical Situations

The methodology is designed to accommodate situations that frequently arise in strategic analysis, including:

• Parent–child relationships between strategic objects.
• One observation contributing to multiple analytical objects.
• Mapping failures requiring analyst review.
• Multiple strategic domains contributing to the same strategic mechanism.
• Progressive enrichment of knowledge as additional observations become available.
• Full traceability from strategic conclusions back to the originating observations.

These capabilities make SAPM-II suitable for analysing complex strategic environments while maintaining analytical discipline. The objective is not to automate judgement, but to support consistent, scalable and transparent strategic analysis.

8. Building the Observation Space

The quality of any strategic assessment depends on the quality of its observation basis. SAPM-II therefore begins by defining the Observation Space before collecting observations. This reduces selection bias and increases analytical completeness.

9. Integrating Observations

Individual observations are first interpreted as actions where appropriate and then grouped into higher-level analytical objects. Repeated observations reveal enduring Strategic Programs, connected interactions form Strategic Episodes, and recurring causal patterns become Strategic Mechanisms. These complementary perspectives are integrated into a Power Profile describing the strategic position of a single actor.

10. Comparing Strategic Actors

Power Profiles become the basis for comparison. Instead of comparing only military strength or isolated events, SAPM-II compares programmes, episodes, mechanisms and context side by side. The resulting Strategic Balance Report explains both the similarities and the differences between actors, providing an integrated assessment that remains traceable to the underlying observations.

Looking Ahead

The next part explains how analytical knowledge is preserved and accumulated over time, and how readers should interpret SAPM Strategic Balance Reports.

Part 4 – Applying and Interpreting SAPM-II

11. Preserving Strategic Knowledge

SAPM-II is designed not only to analyse a single case but also to preserve validated analytical knowledge for future assessments. Completed actor profiles become reusable foundations for later analyses. As new observations are processed, existing knowledge can be enriched, refined or extended while preserving traceability to earlier assessments. This allows understanding to evolve progressively instead of restarting every analysis from the beginning.

12. Reading a Strategic Balance Report

SAPM Strategic Balance Reports are intended for policymakers, analysts, journalists and informed readers. The Reports communicate analytical findings rather than methodological detail. Reports provide an Executive Summary, the Observation Basis, its Part I provides the Integrated Strategic Briefing and its Part II explains and substantiates that briefing through complementary analytical perspectives: Strategic Programs explain enduring capabilities, Strategic Episodes describe major interactions, Strategic Mechanisms explain how actors seek strategic change, and Strategic Context explains the conditions under which those efforts unfold.

13. What SAPM-II Is—and Is Not

SAPM-II is an evidence-based analytical methodology. It structures observations, integrates them into defined analytical objects and produces transparent, reproducible assessments of strategic power.

SAPM-II is not a prediction engine, a policy recommendation system, or an ideological framework. It does not determine what governments should do. Instead, it seeks to explain, as objectively as possible, what the available evidence indicates about the strategic position of the actors under study.