This is the seventh article in my 8-week series exploring foundational systems thinking concepts, written for the 2025 RE-AMP Systems Thinking Academy. Whether you’re following along with the series or diving deep into systems practice, this article explores Pattern Spotting — a practice for noticing and sensing emerging patterns in Complex Adaptive Systems. Learn more about the Academy and register here.
Seeing What’s Emerging in Complex Adaptive Systems
If Adaptive Action invites us to pause and choose, Pattern Spotting invites us to see and sense.
Together, they form the two foundational meta-approaches of Human Systems Dynamics introduced in Article 5 — one focused on intentional action, the other on perceptive awareness within complexity.
Pattern Spotting helps us practice what HSD calls Pattern Logic — a shift from viewing the world through isolated facts and fixed categories to seeing through the lens of relationship, flow, and emergence.
This matters because in Complex Adaptive Systems, we are surrounded not by linear chains of cause and effect, but by ever-shifting constellations of interaction. Trying to understand such systems by analyzing their parts in isolation is like trying to understand a forest by counting its leaves. Instead, we learn to attune to patterns: the subtle rhythms, tensions, and movements that shape how a system behaves.
And as the Stacey Matrix reminds us, different parts of a system may sit in different zones at the same time. Some may be relatively stable, where repeating patterns hold, while others are in emergent zones where anomalies, paradoxes, and weak signals matter most. Pattern Spotting helps us notice across these zones — attuning both to the anchors and to the surprises.
In the intricate and often overwhelming reality of Complex Adaptive Systems, with their myriad interacting agents and emergent behaviors, our human minds can easily become lost in a sea of granular detail. Instead of striving for a complete, linear cause-and-effect “understanding” — which is often impossible in CAS — the key is to cultivate a heightened sensitivity, awareness, and noticing of the patterns themselves and any shifts within them. This allows us to respond adaptively even without a full, reductionist grasp of every interaction.
Being alert to these patterns is crucial because in complex systems, focusing solely on individual components or seeking simple linear explanations can blind us to the larger dynamics and potential shifts occurring within the system — like noticing the decline in new growth of a keystone tree species across the entire forest, even if mature trees still appear healthy in isolation.
By focusing on patterns, we gain vital insights into:
- Navigating Unpredictability and Emergence: While we cannot predict the precise behavior arising from countless interactions, recurring patterns offer vital clues to the underlying dynamics, revealing how the system tends to behave.
- Identifying Trends and Potential Futures: From climate change to social movements, patterns illuminate trends and hint at potential future states, enabling us to anticipate and prepare.
- Guiding Adaptive Action: Recognizing patterns, especially those leading to undesirable outcomes, helps us identify potential leverage points and inform more targeted “Now What?” actions within the Adaptive Action Cycle (AAC).
- Reading System Conditions: By observing shifts in patterns after taking action, we can discern how our interventions are influencing the system’s conditions over time. Here, the Stacey Matrix offers a useful complement: are we seeing signs of stability, complication, complexity, or even chaos? Pattern spotting helps us sense which zone we may be in, and whether conditions are shifting.
- Understanding System Dynamics: Patterns are often surface manifestations of the deeper system dynamics, revealing the underlying relationships between agents, the flow of information, and the feedback loops that shape the system’s tendencies, including the attractors and constraints that influence its behavior over time.
- Improving Decision-Making: In complex environments where linear prediction fails, pattern recognition allows for more contextual and insightful decisions by understanding the system’s tendencies.
In essence: In Complex Adaptive Systems, patterns are the most human-scale and reliable form of information available. They help us bridge the gap between overwhelming detail and holistic understanding.
They provide valuable insights into system behavior, enable adaptive action, and improve our ability to navigate uncertainty by focusing on relationships rather than isolated entities. Understanding patterns shifts our focus from the futile attempt to control the uncontrollable by managing every detail, to working with the natural tendencies and emergent dynamics of the system.
Introducing the HSD Pattern-Spotter Activity
To cultivate this crucial pattern-focused attention — and to gently redirect what we attend to, potentially interrupting the automaticity of our selective attention in the Cascade of Inference — Human Systems Dynamics offers a simple yet powerful tool: the Pattern-Spotter Activity. This activity uses five fill-in-the-blank statements that direct our awareness not only to what we readily observe, but also to what we might habitually overlook, helping us to infer the larger dynamics that might otherwise remain unseen.
The Five Pattern-Spotter Statements
- In general, I notice . . .
- In general, I notice, but . . .
- On one hand and on the other hand . . .
- I am really surprised that . . .
- I wonder . . .
Understanding the Power of Each Prompt
Each Pattern-Spotter statement invites a subtle, deliberate shift in perception. Together, they build on one another to create a deeper, more nuanced capacity for systemic noticing:
- In general, I notice… — Grounds us in our habitual patterns of attention. By naming what we readily observe, we surface the filters and assumptions that usually guide our noticing. Simply pausing to articulate what we are seeing creates a small but important opening — a shift from unconscious perception to conscious witnessing. It also invites a first, broad glimpse of system-wide trends and recurring behaviors.
- In general, I notice, but… — Expands our lens to include exceptions, contradictions, and anomalies. The “but” surfaces disruptions in the pattern — early signals of something emerging, shifting, or unraveling. By making space for what doesn’t fit, we resist the pull of confirmation bias and open to complexity.
- On one hand… and on the other hand… — Invites us into the dynamic tension at the heart of living systems. It encourages us to see complexity not as a flaw to be resolved, but as a source of generativity. Naming the “both/and” realities of the system helps us stay present with paradox — a vital capacity for navigating emergence.
- I am really surprised that… — Points us toward the edges of our assumptions. Surprise often marks the place where the system — or ourselves — is behaving differently than expected. Attending to surprise surfaces hidden patterns, latent dynamics, or emerging possibilities that our habitual models might otherwise miss.
- I wonder… — Invites curiosity to lead. Wonder shifts us from judgment toward inquiry — opening the door to new questions, experiments, and small adaptive moves. In complexity, wonder is not passive; it is an active stance of engagement and learning.
Pattern Spotting is the general attentional sequence of Pattern Logic. Almost every other Systems Thinking model, method or framework can be seen as a more specific “recipe” — a way to direct attention toward certain dynamics or results. Pattern Spotting gives us the broad practice of noticing; the recipes guide us to particular outcomes.
When combined with the CDE Model, which we’ll explore next, Pattern Spotting becomes the master structure for systemic insight. Together, they form the foundation of HSD practice.
We use the Pattern-Spotters for many things, including to:
- Analyze complex qualitative data
- Debrief after a particularly difficult or productive meeting
- Guide after-action reviews of projects
- Surface collective needs or emerging perspectives
- Sense shifts in system energy, coherence, or attention
- Reveal hidden assumptions or unspoken mental models influencing behavior
- Begin dialogue that can defuse conflict or unlock systemic insights
- Seed small, safe-to-try experiments grounded in emergent sensing
Why This Matters for Working with Networks
In our HSD theory of change, Pattern Logic is the third crucial strand — complementing Adaptive Action by offering a way to intentionally shift what we notice. The Pattern-Spotter Activity is a direct and accessible way to practice this shift.
- It trains our attention toward relationship, emergence, and flow.
- It interrupts our linear, gear-logic habits with soft, systemic seeing.
- It builds the capacity to notice patterns as real-time information about the system — not abstractions, but living clues.
- It strengthens our ability to make sense together, not just individually — building shared awareness of the systems we inhabit.
- It prepares us for every other activity to come — because every map, model, and method we use builds on this basic capacity: to see what is arising.
When practiced collectively, Pattern Spotting does more than shift individual perception — it creates fields of shared noticing. This shared attention becomes a subtle but powerful force for shifting system-wide paradigms.
Cultivating this form of seeing — alongside the practice of Adaptive Action — is how we begin to live the paradigm shift. Together.
The framework of Adaptive Action and the inquiry cycle of What? So What? Now What? described above are drawn from: Adaptive Action: Leveraging Uncertainty in Your Organization by Glenda Eoyang and Royce Holladay (Stanford University Press, 2013).
Next week: Article 8 explores the CDE Model — Containers, Differences, and Exchanges — the underlying dynamics that shape every complex adaptive system.
- Invitation to the 2025 RE-AMP Systems Thinking Academy
- Article 1. Systems Thinking Starts in our Minds (Yes, Really!)
- Article 2: Systems Thinking and Paradigms: From Personal Shifts to Unleashing Systemic Shifts
- Article 3: Complex Adaptive Systems: Patterns & Paradigms Naturally Shifting
- Article 4: The Stacey Matrix — Understanding Contexts for Creating Generative Conditions
- Article 5: Navigating Complexity
- Article 6: Attending to Our Attention
- Article 7: Pattern Spotting