Most brand work isn’t creative. It’s combinatorial — a mix of familiar elements in new configurations. That’s not a criticism; it’s a diagnosis. Margaret Boden, the cognitive scientist and AI philosopher who spent decades studying what creativity actually is, gave us the language to understand why so much brand work feels iterative rather than original. Her framework has direct implications for what brand strategy does — and what it can’t.
What You’ll Learn
- The three types of creativity Boden identifies and how they differ
- Why combinatorial and exploratory work can’t solve structural brand problems
- What transformational creativity looks like in a brand context and what it requires
- Why AI can’t do the deepest creative work, and what that tells us about brand-building
What Are the Three Types of Creativity?
Margaret Boden defines creativity as the ability to produce ideas that are new, surprising, and valuable. Within that, she identifies three distinct types: combinatorial creativity (new combinations of familiar elements), exploratory creativity (finding the edges of an existing conceptual space), and transformational creativity (changing the conceptual space itself so ideas that were previously impossible become possible). Most creative work falls in the first two categories. Transformational creativity is rarer, harder, and more consequential.
Boden introduces these not as a hierarchy of talent but as a typology of method. The difference between them isn’t about how clever the creator is. It’s about what they’re changing.
Combinatorial creativity recombines. A unicorn is a horse plus a horn. A brand that borrows visual language from one category and applies it to another — tech aesthetics applied to a financial product, streetwear energy applied to a heritage brand — is working combinatorially. Something new gets made. But the ingredients come from existing inventories.
Exploratory creativity works differently. It doesn’t recombine — it probes. Chess players work exploratorily: they don’t change the rules, they find positions and sequences the rules allow but that haven’t been found before. A brand working exploratorily asks what its current identity permits. Deeper, stranger, more specific than before — but still inside the space the rules define.
Transformational creativity does something else entirely. It changes the rules. Schoenberg didn’t find a new melody within tonal music — he abandoned the home key, which restructured what melody could mean. Non-Euclidean geometry didn’t find a new shape — it dropped the parallel postulate and built a different kind of space. Transformational creativity produces ideas that would have been literally impossible before the conceptual space changed.
As a general rule, you can iterate inside a conceptual space indefinitely without ever producing anything that couldn’t have come from the same set of rules.
What Kind of Creativity Does Most Brand Work Use?
Most brand work is combinatorial. It draws from an established inventory of visual language, messaging conventions, audience assumptions, and category norms, and recombines them. Some brand work is exploratory — pushing to the edges of what a brand’s existing identity allows. Transformational brand work is rare: it changes the structural conditions under which the brand operates, not just how it expresses itself inside those conditions.
That’s not a failure. Combinatorial and exploratory work are legitimate and often valuable. A tagline that mixes two familiar emotional registers, a rebrand that pushes a heritage brand’s visual identity into territory it hasn’t occupied before — these are real creative acts. They solve real problems.
The issue is when combinatorial or exploratory work gets applied to a structural problem. If the conceptual space itself — the rules and assumptions running the brand’s meaning-making — is the problem, more work inside those rules doesn’t solve anything. It produces better-looking symptoms.
Common failure mode: A brand with a coherence problem commissions a new campaign. The campaign is creative, receives strong internal reviews, and has no lasting effect on how the brand is understood. Six months later, the same coherence problem appears in a new form. The problem wasn’t the execution. The campaign operated inside the same conceptual space that created the incoherence. The rules needed to change before the work could compound.
What Is Transformational Creativity in a Brand Context?
Transformational creativity in brand work means changing the conceptual space — the set of generative rules — that determines what kinds of meaning the brand is capable of producing. This isn’t a new campaign or a rebrand in the surface sense. It’s the work that restructures what the brand can say, who it can be for, and how meaning accumulates over time. Boden identifies this as the rarest and most consequential form of creativity, and it applies directly to what brand strategy is supposed to do.
Boden describes conceptual spaces as “structured styles of thought” — ways of framing and solving problems that are familiar and valued within a domain. Every brand has one, whether it’s been articulated or not. A brand operating in the conventional language of its category — the lexicon, the visual conventions, the emotional register that everyone in the space uses — is operating inside that space, not changing it.
The question worth asking is: what are the generative rules running this brand, and what kinds of meaning do those rules make possible? A brand that’s spent years inside a category’s established conventions has internalized constraints it no longer recognizes as constraints. They look like common sense. They look like “how our industry communicates.” They are, in Boden’s terms, enabling constraints — and changing them is what transformational creative work means.
Narrative Branding is a transformational intervention in this sense. The methodology doesn’t rearrange the existing signals of a brand — it establishes the structural conditions under which new meaning can form. Strategy, language, design, and experience are built as one integrated system so the signals reinforce each other. That’s not a new combination of familiar brand elements. It’s a different kind of space.
A brand locked in its existing generative rules can iterate indefinitely — and still produce only the meaning it was already capable of producing.
What Does Transformational Creativity Require?
Transformational creativity requires the ability to identify and challenge the enabling constraints of an existing conceptual space — to see the rules as rules rather than as givens, and to build new structural conditions rather than new content. Boden argues this requires autonomy, intentionality, and genuine evaluative judgment. It also requires the willingness to produce work that initially looks wrong, because genuinely new conceptual spaces violate expectations about what’s possible, not just what’s probable.
Boden documents the resistance transformational work often meets. Schoenberg’s atonal compositions were not immediately recognized as valid music — they violated what listeners thought music could be. The surprise in transformational creativity isn’t just “I didn’t expect that.” It’s “I didn’t think that was possible.” That edge of shock is diagnostic. It means the conceptual space has changed.
For a brand, this matters in practical terms. Work that produces transformational results tends to look unfamiliar before it looks right. A brand built on the conventional register of its category — the aesthetics, the language, the emotional cues that signal “we belong here” — will experience structural change as a loss of familiar footing. What that familiarity was producing, frequently, was tolerance rather than trust.
Three markers that distinguish transformational brand work from exploratory:
- The rules themselves change, not just the content produced under the rules
- Ideas become possible that couldn’t have been produced inside the prior space
- The resulting meaning compounds over time instead of requiring continuous renewal
If a brand’s work requires constant re-investment to stay visible, the conceptual space is worth examining — not just the execution.
Can AI Be Transformatively Creative?
According to Boden, AI systems can demonstrate combinatorial and exploratory creativity but cannot, at present, achieve genuine transformational creativity. Her argument is that transformational creativity requires embodied experience — ideas that matter to a being for whom things genuinely matter. A computer’s generative processes are “implemented rather than embodied,” she writes; human creativity flows through lived experience in a way that shapes what gets recognized as valuable. AI systems can model and generate within conceptual spaces, and they can explore the edges of those spaces. Changing the fundamental structure requires a kind of intentionality and evaluative investment that current AI doesn’t possess.
This isn’t a dismissal of AI’s creative utility. Boden’s view is that studying how machines succeed and fail at creative tasks clarifies what human creativity involves. Where machines produce impressive combinatorial and exploratory work, they sharpen understanding of what those processes require. Where they fall short of transformational creativity, they identify what that deeper capacity depends on.
The practical implication for brand work: AI tools can accelerate and augment combinatorial and exploratory work significantly. They’re useful for generating options, exploring the surface of a conceptual space faster than a human team could, and producing volume for human evaluation. They don’t change the generative rules. The structural work — identifying what conceptual space the brand operates in, what rules are running it, and what new structural conditions need to be built — belongs to human judgment.
The most common mistake in applying AI to brand work is using it to do exploratory work faster inside a conceptual space that itself needs to change.
Conclusion
Boden’s framework is useful not because it classifies creative acts but because it names the mechanism. Most brand work is combinatorial or exploratory. That’s not a failure — most of the time it’s the right tool. The question worth asking is whether the tool matches the problem.
When a brand’s coherence problem persists through execution, the rules are the issue. When signals don’t accumulate — when each campaign starts from scratch, when the brand requires constant re-introduction — the conceptual space needs to change, not the content it produces.
Transformational creativity doesn’t mean starting over. It means building the structural conditions under which genuinely new meaning becomes possible. That’s what brand strategy is.
