The Coherence Crisis: Why AI Will Force Companies to Rethink What a Brand Actually Is

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TL;DR

AI now makes thousands of brand decisions a day inside your company: answering tickets, writing copy, qualifying leads, setting tone. Your brand guidelines tell it what you look like. They never tell it what you would do. So when a situation arrives that no guideline anticipated, the machine reaches for the average of the internet and guesses, and the guess quietly becomes how your company behaves.

For forty years, branding meant consistency. This essay argues that consistency was never the real fight. Coherence is: the ability of every decision, made by any person or machine acting for you, to feel like it came from the same underlying character. Consistency keeps a brand looking the same. Character is what lets a brand behave like itself in a situation nobody scripted, and it is the one thing AI cannot manufacture on its own.

Inside: what a brand actually is, why AI turns character into infrastructure, what coherence is worth in dollars, where this stops being true, and the one question every company should be able to answer before it hands the pen to a machine.

At the end, you'll find a prompt you can copy into your own AI to run this diagnosis on your company. Read first. The prompt hits harder once you know what you're looking for.

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The Decision Nobody Made

A customer emails support at 11:40 on a Tuesday night. She's furious. The product failed outside the return window. She's been a customer for six years, and she's demanding her money back. Your policy says no, simply because the window closed. There's no override for loyalty, and no line item for she's right and we're wrong.

An AI agent takes the ticket. It has your brand guidelines: your messaging and tone parameters, approved phrases, hex codes, voice chart. Everything the agency delivered in the sixty-page PDF. Except none of it tells the agent what your company would do in this particular situation.

So the AI does what the training data says. It splits the difference. It apologizes with warmth, waives the policy, issues the refund, and adds a courtesy credit for the trouble. The customer is delighted. The transcript is clean, on-brand by every measure you can name, and it closes in under four minutes.

Then it happens again. And again. The agent has no memory of a decision, so it pattern-matches to the last one that worked. Within a month, your company carries a new policy: we refund outside the window for loyal customers, plus a credit. Nobody approved it, and nobody even noticed it happened. A machine guessed what you would do, the guess worked well enough to repeat, and the guess became your policy.

That is the scary part of the AI era, and it is already happening. The AI tool your company spent months fine-tuning didn't go rogue. It did exactly what you'd expect a system with no character to do. It reached for the average.

Your brand guidelines told the AI what you look like, but it never told it who you are.

Coherence Was Always a Human Job

For most of business history, coherence came from people. One person at the company for eleven years knew, in her gut, how the company would handle a moment like the one above. She would train a new rep like second nature. He’d pick it up and pass it on to his colleague. The brand moved from person to person, carried in judgment nobody wrote down, and it held together for a simple reason: brand decisions were made by one person’s instinct because the room was small enough to manage.

That very system is breaking, and not because the people holding the brand are leaving. It’s that the number of “hands” on the brand just exploded.

AI now writes the product copy, answers the midnight ticket, qualifies the lead, drafts the recruiter's outreach, sets the chatbot's tone, and recommends the discount - all day, in every department, at a volume no human steward could review, even if reviewing were the whole job. Each output looks fine on its own. Each one is clean, and technically on-brand. But each one was generated by a system reaching for the average, because nobody gave it specifics to reach for instead.

Your leadership team already feels this but can't name it. Campaigns don't quite match. Someone asks "is this on brand?" in a meeting and the room goes quiet. The company starts to feel like a committee of strangers who happen to share a mission statement. You've been told it's a marketing problem, or a process problem, or a tooling problem. I’m here to tell you, it’s a coherence problem, and AI is about to make it the defining business problem of the decade.

And here’s what turns it from nuisance to crisis. Coherence used to come from intuition, and intuition doesn't scale. You can't put your eleven-year veteran inside ten thousand daily decisions. So the old production line fails at the exact moment volume goes vertical. The company can make decisions more often and faster than ever, with nothing holding the decisions together.

For decades, companies treated this as a problem of consistency. As long as the logo, colors, voice, and positioning stayed the same, and deviations were dealt with, leadership was happy. But a company can be flawlessly consistent and still incoherent: consistent in the wrong message, at the wrong price, making the wrong promise, to the wrong customer. Consistency held the surface together. Yet it never told anyone what to do when the situation wasn't written in the book.

AI is about to force a difficult question, and it’s what this essay is all about. Your brand has a look and a voice. But when a decision needs to be made that no guideline anticipated, at 11:40 on a Tuesday, and with no human in the room, does your company have a document, whiteboard, floppy disk…anything that offers an answer to what you would do?

What a Brand Actually Is

Coherence is the degree to which different decisions and expressions can vary while still feeling like they came from the same underlying character.

Read that twice, because it runs against what most companies were taught. Traditional branding optimizes for consistency. Character branding optimizes for coherent variation. Consistency wants every touchpoint to match. Coherence lets every touchpoint differ - a somber apology here, a cocky product drop there, a deadpan reply to a troll - so long as they all feel like they came from the same person.

That word, person, is the whole thing. So be precise about what a brand actually is, because the confusion starts there.

Your brand is not your logo. It is not your palette, your typeface, your tagline, or the sixty-page guide the agency delivered. Those are artifacts. Parts of the brand. Your brand is the perception a person holds about your company after any contact with it: a support ticket, a job interview, a product that showed up late, a founder's offhand comment, an invoice, an ad. Everything that touches a human touches the brand. The logo is the smallest, most visible, least decisive part of it.

For forty years, branding has mostly meant managing those artifacts. Keep them consistent. Don’t get me wrong, consistency does real work: recognition depends on it. But consistency governs what a brand looks like and what it says. It goes silent the moment a brand meets a situation no one anticipated. That is the whole gap.

Look at the most consistent character brand on earth: Harley-Davidson. Freedom, rebellion, American iron, a sound so distinctive the company tried to trademark it, customers who tattoo the logo onto their bodies. By every measure of consistency, Harley is a masterpiece. And right now the company’s in freefall. Worldwide retail sales falling year after year, US sales less than half their 2006 peak, dozens of dealerships shutting their doors, the core rider aging out with no younger one arriving to take his place.

Harley's problem is not inconsistency. Not a soul on earth thinks that. Its character has calcified. It learned to repeat one frozen version of itself, and never built the capacity to vary or show up for a new generation. It saw electric bikes, urban riders, and a changed culture, and had no move that didn't feel like betrayal. Consistency without coherence is nostalgia. It is a brand that can only do the one thing it always did.

That is the trap AI is about to spring on everyone. A consistent brand looks safe right up until the world hands it a situation it never rehearsed.

A character handles that situation the way a mature person does. You cannot predict the exact sentence a strong character says next. You can, however, predict, with real confidence, the range in which it says it. The way a physicist can't call where a single particle lands but can predict the pattern thousands of them will form (double-slit experiment). Drop the character into a scene nobody scripted, and it still produces a response that fits. That is coherent variation. Consistency can't manufacture it, but character can.

You already do this by instinct. Take a company like Liquid Death. If they were handed a lawsuit, a heat wave, a collaboration offer, or a hater, you know the next move would be “heavy metal” before the company makes it, because the character is that legible. Selling a commodity with nothing under it but character, the company reached a $1.4 billion valuation. What would the Savannah Bananas do with a rain delay or a dull rule? Turn it into a performance. You can predict them because their character is coherent enough to vary without dissolving.

Now ask it about your own company. A decision arrives that no policy covers. An unexpected, out-of-left-field situation. Do the people (or the machines) acting on behalf of your company know what you would do? If the honest answer is "depends who catches it," better guidelines won't save you. You have a missing character, and “what would our brand do?” is a question your company doesn’t have an answer to.

Logo → Story → Character

Step back, and you can see the crisis through history. Branding moved through three eras, and each one started when the previous definition stopped being enough.

First, the logo era. In a market with dozens of similar goods, the logo’s job was identification: which one is this? A mark on a barrel, a name on a bottle, a literal brand on a farmer’s livestock - the brand answered who owns this? That was enough to win the pockets of the consumer.

Then the story era. The logo was no longer enough. Products reached parity, and the job of the brand needed more meaning to win the hearts of the consumer. Why this one over the identical one beside it? Positioning, narrative, the "why." The brand answered why should I care?

Now, the character era. Story got commoditized too. Every company has a mission statement and an origin video, and customers learned to dismiss all of it. What a documented story can't supply, and what can't be faked, is behavior. The brand's job becomes conduct: how it acts when no one is watching and no script exists. The brand has to answer what would it do?

Each era carries the ones before it. Character doesn't replace logo and story; it governs them. It decides which logo, which story, which move. (Ever notice Liquid Death has 2 logos? The situation decides which logo gets used.) Watch the escalation, though. A logo is a thing you own. A story is a thing you tell. A character is a thing that acts. Every era asked more life of the brand, and this one asks the most: a brand that generates the right behavior on its own, in situations you never planned for.

Now run a second timeline under the first, and the reason AI forces the issue becomes hard to miss:

For most of history, the brand was human-carried - held by the founder's instinct, passed down by proximity. As companies outgrew the founder's reach, the brand got documented (guidelines, decks, voice) so it could travel farther than any single person. That worked well enough, as long as humans read the documents and supplied the judgment the documents couldn't.

AI ends that arrangement. The brand now has to be machine-readable: legible to a system that acts on it thousands of times a day with no human judgment in the loop. Here is the hinge of the whole argument:

A logo can be documented. A story can be documented. Behavior under unpredictable conditions cannot be documented. It can only be generated from a character.

Hand a machine your colors and it applies them perfectly. Hand it your story and it recites it on command. But the moment it hits that dreaded 11:40 pm refund, the trolling reply, or the cultural landmine, the document runs out, and the machine falls back on the average of the entire internet. The only thing that survives contact with the unplanned is a character. That is why, in the machine-readable era, character stops being the luxury of cool consumer brands and becomes necessary infrastructure.

Why AI Turns Character Into Infrastructure

You're probably forming the objection already, and it's the right one: this is just brand personality wearing a costume. Strategists have humanized brands for decades. Jennifer Aaker mapped five dimensions of brand personality in 1997, and archetype and tone-of-voice work has run on that logic ever since. So how is this any different?

The difference is functional. Personality is a list of adjectives: bold, playful, confident, irreverent. It describes how a brand tends to come across. It can't tell you what the brand would do in a situation the list never mentioned. A character is a working model complete enough to reason from. Personality describes tendencies. Character enables inference. Hand a personality an ad hoc scenario and it short-circuits. Hand a character the same scenario and it produces a response that fits, because you can reason through how that entity would move. 

That word, produces, is why AI turns a nice-to-have into infrastructure. Rules are incomplete by definition. You can't write a rule for a situation you failed to anticipate, and the unanticipated situations are exactly where brands break. If the guideline is a lookup table, then the machine at 11:40 on a Tuesday is searching for a row nobody entered. A character works differently. It creates coherent response options to inputs nobody planned for. And in a world where the volume of unplanned inputs is growing exponentially, coherent options are the only things that scale.

There's a second reason, harder to spot and just as load-bearing: a character is compression. A mature brand system is a long list of do’s and don’ts: five company values, eight tone principles, fourteen voice rules, six audience segments, thirty-one messaging tenets, ten decision criteria. No employee holds all of that in their head, and no AI reconciles all of it cleanly under load. "What would our character do?" collapses that list into one question a person can actually answer. Toyota runs one of the most coherent operations on earth on doctrine and principle, with no mascot in sight, and it’s proof that character isn't the only road to coherence. But look at what "the Toyota Way" actually is: thousands of rules compressed into an identity a line worker can reason from when the manual is nowhere in sight. That is character doing the job under another name. The companies that struggle are the ones hauling 137 rules with nothing to compress them. And that reconciliation cost is exactly what jams an AI trying to act on their behalf.

So, do you write a detailed character prompt, paste it into your AI, and walk away? No, it’s not that simple. The research on steering AI with personas cuts both ways. A character prompt will reliably shift a model's tone, style, and behavioral tendencies. But it fails to hold a stable identity across long interactions, and it doesn't make the model sharper on hard factual calls. Persona fidelity degrades as the spec gets complex, and it drifts over time unless the identity gets re-anchored in context. A character sentence is a nudge in the right direction, but we need more than just a sentence.

So a machine-readable brand is a governed system the character lives inside: the Essence it's anchored to, the behavioral precedent showing how it has actually acted before, the exceptions that got made and why, the lines it can't cross, and the rules for when a human has to decide. A brand book converted to JSON won't do it. For instance, we understand Tony Stark because we watched him make a hundred decisions. AI needs the same thing: a record of how the character has actually behaved. Personality alone won't carry it. So, the next generation of brand systems will need memory, not just rules.

When you get that architecture right, character stops being decoration on a deck. It becomes the behavioral layer between what a company believes and what it actually does. And it gets carried, for the first time, by machines as well as people.

Rent or Equity: The Economics of Coherence

Send this part to your board. How does any of this reach the numbers?

Let’s examine what a fragmented brand can and can't do with a budget. When nobody owns the brand with real authority, marketing spend can only rent demand. Every dollar buys a burst of attention that decays the moment the spend stops, because there's no coherent character underneath for the impression to land. So, the company pays next quarter for the same ground. A coherent brand compounds instead. The same dollar reinforces a character the market already recognizes, so each impression adds to a balance rather than evaporating. Coca-Cola spends roughly $5 billion a year on advertising and the spend compounds because there's a coherent idea on the back end. A fragmented mid-market company that runs the identical playbook will rent demand every time. That is what marketing amplifies the static means in dollars; amplification multiplies whatever coherence, or lack of, you already have.

Coherence compounds along four lines.

Trust and pricing power stand on the firmest ground. Research on brand anthropomorphism ties human-like brand behavior to greater trust, lower price sensitivity, and higher willingness to pay a premium. Customers will pay more and stay longer with a brand they experience as a coherent someone instead of a faceless supplier. Character is the most direct route for the customer to experience a someone.

Creative efficiency and cultural equity are the compounding mechanisms. Creative efficiency follows from the compression argument: with a legible character in place, a thousand small execution decisions get faster and cheaper, because each one auditions against a known model instead of getting committee-d to death asking "is this on brand?” Cultural equity is the long game. It’s coherent behavior, repeated across years, hardening into a reputation no competitor can buy with a campaign. Neither isolates cleanly in a controlled study. The honest framing is that character sets these mechanisms in motion; it doesn't guarantee the output.

The world is about to watch this unfold on center stage. In 2025, Unilever paid $1.5 billion for Dr. Squatch. It bought the brand's irreverent, unmistakable character, the thing a commodity soap category can't manufacture on demand. That is the enterprise value of coherence, written in a contract. But there’s a warning inside an earlier deal. Unilever bought Dollar Shave Club for a billion dollars in 2016 on the strength of exactly that kind of personality, let it wither inside a system that couldn't keep it coherent, and watched its market share collapse to less than ten percent before offloading the brand. Character without governance rots, even with an infinite budget behind it. Coherence has to be produced and protected, or the premium you paid for it walks out the door.

Throw AI into the mix and the math changes underneath all of it. Until now, most brand work was expensive to produce and so it carried real value for a company. The copy, the campaigns, the polished on-brand content - AI makes all of it nearly free. When a machine can generate infinite on-brand-looking content at near-zero cost, that content stops being a competitive advantage, because your competitor's machine can do the same thing. 

So what separates you from your competitors now? It’s definitely not volume. Not speed. And don’t you dare say creativity. The only difference left is whether all that output holds together - whether ten thousand pieces of content and ten thousand small decisions read like one company, or like a machine acting like the company. If your company gave its AI a character to work from, and your competitors gave them the average of the internet, does one have a significant advantage now?

That is the whole competitive gap now. Everything AI made cheap stopped being an advantage the moment your competitor got the same tools. Character is what's left, because it's the only part AI can't produce on its own.

I have to warn you. This is not the golden ticket. It’s not the end-all-be-all solution to a successful company. Character raises the cost of incoherence. The moment your customers know who you're supposed to be, every violation gets visible and gets punished harder. The research on humanized brands shows people react to a "person" who betrays them far more sharply than to a faceless corporation that merely disappoints. So character is a commitment. It doesn't come free. It takes conviction. It makes coherence more valuable and incoherence more expensive in the same breath. That is exactly why the next question is who holds the brand, and how it's governed. A character with no one accountable for it is a liability with a face.

The Boundary: Surface Area, Not Size

Every strong claim needs a boundary, or it's just a hammer looking for nails. So where does character branding stop being necessary? And why does AI keep moving the line?

Now, I’m not arguing that every company needs character branding. Companies in the startup phase don’t have access to complex brand development and massive companies can absorb the cost of incoherence longer. Plus their brand authority is usually locked up in PE, corporate parents, or existing marketing infrastructure, but that’s a different conversation. So the intuitive answer is company size, but it's wrong. The real variable is decision surface area: how many independent decisions get made in your name, by how many actors, outside your direct sight. A three-person shop doesn't need an externalized character, because the founder sits in every conversation. She is the character. Her judgment reaches every decision by proximity, the way it did in nearly every company for most of history. Nothing needs writing down while the person who holds the brand is present in every meeting to make the call.

The character becomes necessary at the point where human judgment can no longer travel by proximity - too many hands, channels, and decisions firing simultaneously for one person to catch them all. That threshold is the transmission ceiling, and for most companies it arrives somewhere past fifty employees, when the founder discovers the brand is getting enacted by strangers in meetings she'll never attend. 

Surface area also explains why this runs on a gradient rather than a switch. A regional parts distributor whose whole value is "our bearings fail less often" needs a thinner character than Liquid Death, which lives or dies on behavioral legibility. Interaction volume, public exposure, decentralization, emotional stakes, cultural ambition…each one thickens the character a company needs.

Then AI enters the chat and squashes the old size heuristic. A five-person company running ten autonomous agents now has an enormous decision surface and almost no humans to carry the intuition across it. This company needs a character precisely when it's smallest, because the machines acting in its name have no founder in the room to imitate. Even the bearing distributor has AI answering its customers and qualifying its leads now. Low-character never meant no-character, and AI raises the floor under everyone. The question is no longer "are we big enough to need this”, it’s "how much of our brand is enacted on autopilot and without a human to hold its hand."

The second boundary governs how character evolves as the company grows. Let the market shape the character, and resist the market when it pulls at the Essence. Those sound contradictory until you see the hierarchy. The market gets a vote on character. It does not get a vote on Essence. Expression (character, visual identity, messaging, imagery style, and how the brand shows up in the world) is meant to evolve under market pressure: push a trait, see how customers respond, amplify the humor, test the edge, and then let multi-signal validation (real movement across several KPIs, not one lucky spike) tell you whether the evolved trait earned its place. Customers hold genuine ownership over how character should grow. However, Essence is the truth character expresses, and truth is not for sale. When the market rewards something that violates who you are - discount on a premium product, the credit past the return window - you do not redefine who you are because the market pushed for it. You’ll lose more than just your identity. Just ask your Finance team.

That same line separates the safe experiments from the dangerous ones. You can amplify visual style in a campaign and collect real data. You can't test dishonesty for a quarter and then expect to un-ring it. Expression experiments live inside the boundaries of Essence. Experiments that push who you are as a company cross them, and they leave marks that don't wash out.

Can the market ever force the Essence to change? Sure, but be ready to have the hard conversations. Bring finance in the room with a deep dive model showing what it costs to shift and become the brand the market is demanding against what it costs to stay who you are. That’s a major decision and someone gets disappointed either way. This cannot become a go-to move. A company that rewrites its Essence every time the market tugs has no Essence. And a brand that never can is Harley.

So draw the line clearly. The character runs the thousand judgment calls a week nobody can pre-write, but it can answer the question “what would our brand do.” Humans keep the decisions that determine what the company is: the Essence itself, what happens during a real crisis, who gets hired and fired, what you charge, and where you stand when the culture is watching.

This is the same line the AI research draws. A character prompt reliably shifts tone and behavior, but it becomes less reliable when the stakes are highest (hard factual calls, contested judgment, decisions that have to hold steady over time). The exact moment brand says keep the human is the same moment the evidence says the machine is weakest. 

Get that division right and your judgment scales to the moon. Get it wrong and you automate your way into an unforeseen mistake that could decimate your brand.

What Survives

If you built a brand the traditional way, everything so far might sound like a demolition order - as if the logo, positioning deck, and the agency you just paid are all worthless now. They're not. Character doesn't replace any of it. It directs them. It decides which typeface, which photo, which headline is us, and gives every one of those pieces a reason to exist. So what changes is who is producing them, and what that producer needs from you.

The identity layer still does the job it always did. A logo still makes you recognizable. Consistency still builds familiarity. Typography, color, messaging - all of it still works, and none of it goes away. What goes away is the assumption that a human designer sits between the guidelines and the output. AI is generating that layer now, at volume, and it will keep generating whether or not anyone told it which version to make.

Watch what happens when a real character sits at the center of the brand. At Nano Magic, the character was Tony Stark. Confident, bold, genius, philanthropist, ostentatious…a long list but you get the picture. The defined character allowed design questions to answer themselves: confident, “look at me” design was obviously right, because you could ask what would the character choose. Typography, color, voice, product naming, campaign concepts: every one of them is obvious when a coherent someone decides what belongs. 

So nothing worth keeping dies. The toolkit built over the years survives, and it works better once a character holds it together. What ends is the era when those tools were the only things that defined the brand. The guidelines document that got passed around to the next agency or CMO and they had to interpret the brand’s next move. Now machines are making those interpretations and the document was never enough. 

Traditional branding is dead. Long live character branding. The building blocks remain intact, but they now have a living character to carry the message.

"My Company Isn't a Person"

The most serious objection comes from the most serious people, usually in a B2B or industrial sector: my company isn't a person, and I'm not looking to give it a mascot. Good. Neither am I. Character branding has nothing to do with a cartoon spokesperson, the Michelin Man, or Duolingo’s Owl (R.I.P.). Those are costumes. A character is a reasoning tool.

Here's the reframe for the skeptics. Building a character means building a decision model for situations that don't exist yet. That's the whole proposition. A character is a working model detailed enough to reason through the unknown hard calls. How does this company behave when it's embarrassed? When it's caught on the wrong side of the fence? When a lucrative deal goes against what it believes? Answer those in advance, and you've built something a machine, a new hire, or an agency can actually use. Companies already make thousands of calls that no policy anticipated, and today those calls fall on whoever catches them, and based on whatever instinct they happen to have. A serious operator who runs on playbooks, decision frameworks, and operating principles already believes in this concept. Character is the same discipline, carried into the decisions the playbook missed.

And it doesn't need to be lovable. It needs to fit the brand. Harley's character is aggressive. A private-equity firm's might be ruthless and precise (Mr. Wonderful). A hospital's might be exacting to the point of cold (Dr. House). What character buys is legibility and the quality of being predictable enough that a thousand people and machines act as one company instead of ten thousand strangers. Coherence is the whole point.

What Would Your Brand Do?

So what do you do Monday morning? Start by asking one question. In a room with the people who run the company, and long before anyone calls an agency or commissions a document. If our brand were a person, who would it be? And be specific enough that we could predict what it would do. Then watch what happens. Someone chimes “confident.” Someone else mumbles “humble.” Both are certain they're right, and the gap between them is the exact incoherence your customers have felt for years, finally visible on a whiteboard. 

Most companies never have that argument. They skip to the logo, because the logo is easier and the argument is uncomfortable. Then they scale, and the unresolved question gets handed to every employee, campaign, and sales rep improvising an answer on the fly. Call it success amnesia: the company grows so steadily it forgets it never decided who it was, right up until the growth stalls, the discounting starts, and someone in a meeting finally asks "is this even us anymore?"

AI takes away the option to shrug it off for another day. When people carried the brand, incoherence moved slowly and forgiveness was the way around it - a bad hire here, an off-tone campaign there. When machines carry the brand, making thousands of decisions a day, forgiveness is not on the table. The decisions get executed, at scale, in your name, while you sleep.

Now, it’s all coming together. Hand your brand guidelines to an AI. That’s it. No help from the veteran employee who knows the brand like the back of their hand. Just the AI and your brand toolkit. Now give it an off the wall situation and ask, “what would our company do?”

If the answer doesn’t come back sounding or feeling like your company, your brand is incomplete. All you have is a beautiful brand document, and a pile of unforeseen decisions waiting on whoever (or whatever AI) happens to be holding the pen when the moment comes.

The work is deciding, on purpose, what your company would do. That's the whole discipline. And the question that runs it, the one worth carving over the door, is the only one that survives contact with a future you can't predict: what would our brand do?

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Run this essay on your own company.

Copy the prompt below into ChatGPT, Claude, or your AI of choice.

You are helping me apply a branding framework called the Coherence Crisis, developed by Brandon Sturgis, a Fractional Brand Director who helps growth-stage companies fix the gap between what they claim to be and what customers actually experience.

The core idea: most brands are built for consistency (everything looks the same) but not coherence (every decision, made by any person or AI acting for the company, feels like it came from the same underlying character). As AI takes over more brand decisions, companies without a defined character produce output that reaches for the average instead of behaving like themselves.

Here is the framework in brief:
- A brand is not a logo. It is the perception people hold after any contact with the company.
- Consistency governs what a brand looks like. Character governs what it would DO in a situation no guideline anticipated.
- The test: if you handed your brand guidelines to an AI and removed every employee who carries the brand by instinct, would the machine know what your company would do?

Now do three things for my company, [COMPANY NAME], which does [ONE LINE ON WHAT YOU DO]:
1. Describe the character my brand appears to have today, based on what you can infer.
2. Name three situations where an AI acting for us would likely "reach for the average" and get us wrong.
3. Tell me the single biggest gap between what we look like and what we would actually do.

Be direct. I want the diagnosis, not reassurance.

If your AI tool can browse, point it at the full essay first: https://www.brandonsturgis.com/post/coherence-crisis

Brandon Sturgis is a Fractional Brand Director for founder-led and PE-backed growth-stage companies. He diagnoses and fixes root-level brand dysfunction, and works as the layer that makes agency and strategy work actually stick. Found a gap you can't unsee? That's the conversation.