Building an agentic brand system

Client Hannah Baker
Role Design Engineer
Year 2026
brandingAI-assistedsystems designreact

Hannah Baker is a facilitation educator based in Berlin. With over 15 years of experience helping product and design teams through personalized training and development, equipping them with the skills needed for leadership roles.

She built a successful practice on a shared voice. She wanted to shape her own.

Her LinkedIn voice was sharp and specific. I read months of her posts, her blog, and her website, then had Claude surface voice patterns across hundreds of posts. The value wasn't in either source alone. It was in comparing my manual notes against AI analysis. The voice was there. The identity underneath it wasn't.

Intellectual Punk

If your brand were a celebrity, who would it be?

Most people name musicians, actors, public figures. Hannah named Buckminster Fuller. John Oliver. Jerry Saltz. Marcel Duchamp. Donella Meadows. Gropius Bau. Sal Khan. Paula Scher. Josef Albers. Sol LeWitt.

Every single one connected to design, art, science, education, or systems thinking. This wasn't aspirational branding. It gave me an intellectual map. I spent hours reading about each person, building a concept map on FigJam. This part was entirely manual, the understanding had to be mine and shaped my approach entirely.

Buckminster FullerJohn OliverMartin GropiusWalter GropiusGropius BauJerry SaltzMarcel DuchampDonella MeadowsSal KhanPaula ScherJosef AlbersSol LeWittIntellectual Punk!subversion from within the systems.not rebellion from outside them.borrowed language willeventually collapse.facilitation over dominationleadership through structureauthority through coherenceDesign is the development of structuring ofenvironments in preferred directionsBlack Mountain Schoolcomprehensive anticipatorydesign scientistshaping conditions forhumanity to survivethundering insightfullarger than lifedesign scientistdymaxionsuper knowledgeableyou can only be irreverentafter you do the homeworkdisrupterstrong call to actioncomplex > approachableindustrialize coherencegeneralist foundations firstnon-traditional educationpower to the doersubvert the systemcommon language for lofty ideasknowledge beyond schoolcontext is the systemsubvert the systempower to the doerredefine the systemsystems that improveby tightening feedbackcomplex > approachablepractical advicecenturies ahead of her timeeducation for goodcommunicates through everythingorder<>creativityconstraints<>explorationendless experimentationrules that reveal behaviorempower youngersinvented own syntaxsystems & concepts > artifactsidentity as a language thatgoverns behavior over time
Hover to follow connections · Ctrl+scroll or pinch to zoom · Drag to pan

The threads between figures revealed patterns I hadn't consciously planned. The same qualities repeat across people who never met.

Shared thinking

Click a tile next to the gap to slide it · Arrow keys work too

This is what Hannah's brand communicates. She designs environments where people can think more clearly together. Deeply credentialed, rejecting establishment framing. Three clusters emerged from the lineage, and the principles wrote themselves.

Subversion through accessibility.

Systems over artifacts.

Empowerment through nontraditional education.

Same voice, different dimensions

I created a voice and tone matrix. Two axes: Punk to Institutional, Intellectual to Visceral. Four quadrants, each mapped to specific content types. Hannah doesn't pick a quadrant. She knows which one she's in at any given moment based on medium and target audience. 4 dimensions for the same language.

Drag the marker to explore how position affects voice, visuals, and content strategy. Each quadrant is a real posture, not a compromise.

← Punk
← Institutional
Intellectual ↑
↓ Visceral
DuchampJerry SaltzMeadowsSol LeWittJohn OliverPaula ScherAlbersGropiusFullerSal Khan
Punk + Intellectual
Breaks rules with theory
References
Jerry Saltz
Deep art knowledge → tears down gatekeeping
Duchamp
Understood art history → redefined what counts
Brand world
Printed Matter
PS1 MoMA
Hannah's voice here
Diagnostic Naming, The Reframe
Example in action
"The Recap Spiral" — names the pattern nobody else will
Visual direction
Bold geometry, intentional rule-breaking, research-paper-meets-zine
Voice
Names uncomfortable truths. Uses humor and irreverence. Coins her own terms.
with touches of Leads with ideas, models, reframes. Content is conceptual before practical.
Visual
Bold color, rule-breaking layout, zine energy, hand-placed geometry.
with touches of Diagrams, frameworks, concept maps. Structure is visible.
Content
Provocative essay titles. Short punchy formats. Social-native.
with touches of "Here's a model for thinking about this."

Encoding the brand

The matrix, principles, and concept graph gave me the knowledge base to build a brand meta skill. Everything is structured, referenced, and machine-readable. The meta skill doesn't generate content. It governs how content gets generated. Hannah now can create agent skills to generate marketing emails, social media copy, course material. Everything on brand.

Knowledge base Generated skills voice matrix brand principles lineage graph BRAND META SKILL governs how content gets generated email skill social copy skill course material skill on-brand outputs
The knowledge base feeds one governing skill. Every skill Hannah generates inherits the brand.

Visuals needed their own system

Her voice needed visuals that express her punk intellectual identity. The direction we chose is inherently art-directed. You can't template it. And Hannah needs to move fast. The brand's own fifth principle was staring at me: Systems Over Artifacts. Instead of building an asset library. A photoshop plugin or already available tools could work, but they felt slow or don't really offer what Hannah needs.

We explored visual directions across sessions, this wasn't easy. Deep moodboarding, ranking ideas, generating artifacts. We were looking at Halftone textures, geometric shapes, big accent typography, colorful backgrounds, weird distorted shapes, cutouts, artsy compositions.

Moodboard exploration session

So, I just built a tool

Half-Toned is a web-based halftone image processor. Upload any photograph, adjust parameters, export a brand-consistent asset. No Photoshop required.

But is not just that. It has cloud storage so she can build her assets library, save presets and work on any device she wants. Different export combinations enable her to quickly get the assets she needs to layout the collages on Figma or whatever other design software.

The deliverables aren't a traditional brandbook.

The system is young. The website and assets are still rolling out. But the pattern already compounds. We encoded the brand with one skill; Hannah now has many. And she uses them beyond marketing: redesigning her course, her practice, building tools and artifacts that improve her classes.

They're a governance layer, a voice matrix, a concept graph, and a set of executable agent skills. I designed the instructions, the rules, and the tools. Hannah executes. The brand stays hers.

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