Why is it called compound vision?

A dragonfly's compound eye sees through thousands of lenses simultaneously, giving it near-panoramic vision. Compound vision applies the same principle to strategy: see a problem from many angles, not through one.

How is compound vision different from a single framework like SWOT?

A single framework applies one model to every problem. Compound vision runs many lenses and holds their findings in tension before integrating them into one analysis, which surfaces blind spots a single model misses.

Is compound vision just multi-agent AI?

No. The agents are the means, not the method. Compound vision is structured analytical tradecraft — specific lenses, encoded as skills, reviewed and synthesised, with human judgement making the call — not parallel chatbots answering the same prompt.

Who uses compound vision?

Institutional investors, government strategic offices, and corporate leadership teams making high-stakes decisions under uncertainty.

The concept

What is compound vision?

Compound vision is Dragonfly Thinking's methodology for analysing a strategic problem through many specialist lenses — and integrating the findings into one coherent analysis that supports better human judgement. It takes its name from the dragonfly's compound eye, which sees through thousands of lenses simultaneously.

The definition

In one sentence: compound vision runs a strategic question through many specialist lenses — who the actors are and what motivates them, the forces in play and how they interact, the scenarios that could unfold, and the ways a plan could break — then integrates the findings into one coherent analysis to support better judgement.

It is the opposite of single-framework thinking, where one powerful model is applied to every problem. Compound vision holds competing perspectives in tension rather than collapsing them into a single view too early.

Some lenses run in parallel, others in sequence — the scenarios lens, for instance, builds on the actor and driver analysis before it. And the output is analysis, not a verdict: the methodology sharpens the thinking; the judgement stays with the people accountable for the decision.

Why it's called compound vision

A dragonfly's eye is built from thousands of lenses, each angled slightly differently, giving it near-panoramic vision and an unmatched ability to track movement across its whole field. The metaphor is the method: see a problem from many angles, not through one. The name isn't branding — it's the thesis.

The research behind it

Compound vision is grounded in two decades of forecasting research. Philip Tetlock's study of 28,000 expert predictions found that the forecasters who consistently outperformed shared one trait: they sought out and integrated multiple perspectives instead of applying a single framework. Tetlock called it "dragonfly eyes."

Read the research on the Method page

How it works in practice

Compound vision runs as a working agentic system, not a chatbot. An orchestrator directs 13 specialist lens agents — actors, drivers, systems dynamics, scenarios, interventions, challenge and red-team testing, synthesis, and others — supported by a layer of reviewer agents and 70+ analytical skills that encode expert tradecraft.

All of it exists as readable, modifiable text, so every reasoning step is visible and every source is traceable — and the whole capability can transfer to a client's own team under licence.

Full methodology on the fact sheet

Why it takes AI

Holding many competing perspectives together, mapping their interactions, and tracing how they compound is precisely what people struggle to do unaided. AI supplies the cognitive capacity to sustain compound vision long enough to produce insight — augmentation, not automation. The judgement stays human.

There is field evidence for this. In a 776-person trial at Procter & Gamble, professionals paired with AI integrated technical and commercial perspectives at once, and the disciplinary silos that usually divide specialists “virtually disappeared.” Integrating across perspectives is exactly what compound vision does (The Cybernetic Teammate, 2025).

How it's different

Compound vision is not a single framework applied faster, and it is not a black-box AI tool. It is many lenses, synthesised, with human judgement kept in the loop.

See the comparison on the fact sheet

Frequently asked

What is compound vision?: Compound vision is Dragonfly Thinking's methodology for analysing a strategic problem through many specialist lenses — actors, drivers, systems, scenarios, and red-team challenge — and integrating the findings into one coherent analysis that supports better human judgement. It is named after the dragonfly's compound eye.
Why is it called compound vision?: A dragonfly's compound eye sees through thousands of lenses simultaneously, giving it near-panoramic vision. Compound vision applies the same principle to strategy: see a problem from many angles, not through one.
How is compound vision different from a single framework like SWOT?: A single framework applies one model to every problem. Compound vision runs many lenses and holds their findings in tension before integrating them into one analysis, which surfaces blind spots a single model misses.
Is compound vision just multi-agent AI?: No. The agents are the means, not the method. Compound vision is structured analytical tradecraft — specific lenses, encoded as skills, reviewed and synthesised, with human judgement making the call — not parallel chatbots answering the same prompt.
Who uses compound vision?: Institutional investors, government strategic offices, and corporate leadership teams making high-stakes decisions under uncertainty.

Compound vision runs on a real strategic question. See how to engage — commission the analysis, build the capability, or learn the method — or start a conversation.