OPERATIONAL RESONANCE
Making invisible organisational conditions visible.
INDEPENDENT EXPLORATION · SYSTEMS THINKING · VISUAL COMMUNICATION · INTERACTIVE PROTOTYPING
I developed Operational Resonance to explore how incentives, organisational history and working rhythms influence what people do.
I originated the conceptual model and directed its visual and interactive development, using AI-assisted drafting and prototyping to make the ideas tangible and examine their behaviour.
STATUS: EXPLORATORY MODEL AND INTERACTIVE PROTOTYPES
A visual exploration of how shared direction and competing influences might shape an organisation. The field is an explanatory metaphor, not measured organisational data.
THE ORG CHART LEAVES THINGS OUT.
Reporting lines describe formal relationships. They tell us less about the incentives, histories, competing priorities and everyday pressures influencing how people work.
I wanted to explore those less visible conditions alongside the structure.
Could a different representation help people discuss why an apparently clear strategy produces conflicting behaviour? And could an interactive model make those relationships easier to understand?
Operational Resonance became a way to investigate those questions.
DRAWING THE CONDITIONS AROUND THE STRUCTURE.
The starting observation was that a new direction can arrive while older incentives and expectations remain in place.
I used a field metaphor to explore that tension. Strategic intent, legacy priorities and local pressures became visible influences acting around the same organisational structure.
The model reframed apparent resistance as a question: what conditions might make someone’s behaviour reasonable from where they stand?
That is a prompt for investigation. The visual cannot establish why a particular person or team behaves as they do.
Early diagrams explored how competing influences could be represented alongside the organisation’s formal structure.
The holon explorer moves between organisational levels, showing each unit as part of a larger system and a system in its own right.
EVERY TEAM CONTAINS ANOTHER SYSTEM.
An organisational unit can appear as a single point in a larger structure. Look closer and it contains its own priorities, relationships and dependencies.
I developed that idea through an interactive explorer of nested systems, sometimes called holons. Moving into a unit reveals another level of the model; navigation preserves the connection to the wider organisation.
The interaction lets someone move between scales and consider how local conditions relate to the broader direction.
COORDINATION ALSO HAS A TIMING PROBLEM.
Teams can share an intention while working to different planning, delivery and decision cycles. I explored that timing problem through layers moving at different speeds.
The animation makes alignment temporary and visible. Layers approach one another, coincide and move apart again.
The purpose is to make timing discussable: where might there be a useful coordination window, and where might the pace of one group create difficulty for another?
The orbital movement illustrates that question. It does not measure an organisation’s readiness or predict its performance.
THE PROTOTYPE HAD TO FOLLOW ITS OWN RULES.
Making the model interactive exposed a problem: the animation could announce synchronisation while its displayed coherence value was below the stated threshold. A separate timed trigger was creating a persuasive effect that contradicted the model.
I flagged the mismatch and chose to remove the random trigger, using a 70% threshold for the revised demonstration.
The pause behaviour was also corrected so its calculations followed the animation’s elapsed time.
These were decisions about the prototype’s internal consistency. The threshold is a demonstration setting, not a validated measure of organisational coherence.
FROM CONCEPT TO INTERACTION
FIELD
MODEL
A visual language for competing influences.
NESTED SYSTEMS
An explorer connecting organisational scales.
RHYTHM PROTOTYPE
An interactive demonstration of timing and alignment.
MODEL REFINEMENT
Behaviour checked against the intended logic.
This work demonstrates conceptual modelling, visual communication and interactive prototyping. It has not been validated as an organisational diagnostic or shown to improve organisational outcomes.
WHAT I'D CARRY FORWARD
An explanatory model needs to make its assumptions visible. Otherwise, the confidence of the presentation can exceed what the idea supports.
The synchronisation issue made that practical. The effect looked convincing, but its behaviour contradicted the explanation. Checking the prototype required me to specify what the model actually meant.
I’d carry that discipline into other complex design work: use visualisation to make a question easier to examine, then test whether the interaction represents it faithfully.
The next useful test would be whether people can use the model to describe real coordination problems—and identify where the metaphor stops helping.