Case Study

Kantha Bae

Five Years as a One-Person Creative Department

ROLECreative Technologist
TIMELINE2020–Present (5 years)
SCOPEBrand, UI/UX, Marketing, AI Systems
RESULTS35% YoY · $5M+ Brand
SCROLL

01

The Engagement

I was hired as a designer. Within months, I owned everything.

Kantha Bae is a DTC ecommerce brand selling handmade, one-of-a-kind clothing crafted from vintage textiles. When I came on in 2020, they had a themed Shopify site and a patchwork of systems held together by duct tape and good intentions.

Before
Brand VoiceInconsistent
DesignReactive
DevelopmentBlocked
MarketingGut feel
Agency dependency
After
BrandUnified
DesignStrategic
DevelopmentIn-house
MarketingSystematic
One person. Full ownership.

What I became: The entire digital surface.

Product design, UI/UX, brand strategy, copywriting, email marketing, paid acquisition, SMS flows, website development, and now — a complete AI-native brand operating system.

No team. No agencies. Just me.

02

Ecommerce Experience Design

I redesigned and rebuilt the entire customer journey — product pages, collection flows, navigation, checkout, post-purchase.

Collection Pages as Editorial

Each collection gets a voice — "For the easy layers. The versatile souls. The ones who love to float." This isn't decoration; it's brand reinforcement at every touchpoint.

Product Pages That Tell Stories

Lead with feeling, follow with features. "This dress wants you to twirl" before "Adjustable waist tie." The copy converts because it sounds like a friend, not a catalog.

Social Proof Surfaced Early

Restructured hierarchy to surface reviews and scarcity signals where they influence decisions. "One-of-a-kind — when it's gone, it's gone."

Free Size Messaging

"Your body isn't a problem to solve" isn't just a tagline — it's embedded in every size guide, every product description, every touchpoint.

kanthabae.com
Website screenshot
Homepage designed to welcome, not sell — community and story before product.
Mobile home
Mobile home
Collection
Collection
Product detail
Product detail
kanthabae.com
Website screenshot
Collection pages lead with voice, not just product thumbnails.

03

Marketing Collateral System

Every product launch needs assets: email graphics, social posts, promotional cards. With weekly drops and a one-person team, I needed a system that could produce high-quality collateral fast.

The Pattern

Hero: Full-bleed photography
Typography: Display + script
Badge: Fabric callout
Copy: Story-led, never feature-led
CTA: Invitation, never pressure
Launch collateral system: consistent structure, unique expression per product.Click to see Brand Brain in action →

04

The Brand Brain

This is the work that changed everything.

In Year 4, I realized the bottleneck wasn't design or development — it was me. Every piece of copy, every email, every product description still required my brain. I couldn't scale beyond my own hours.

So I built a system that could. The Brand Brain is a complete AI-native brand operating system — a set of structured documents that define how the brand speaks, what it can and cannot say, and how to generate on-brand output across every channel.

🧠AI-NATIVE BRAND OS
THE BRAND BRAIN
~15,000 words
Document Architecture
🏛️
Brand Constitution
Identity foundation
2,400 words
✍️
Language Constitution
Voice system
3,200 words
🚫
Negative Samples
Drift prevention
1,800 words
📡
Channel Adaptation
Context flexibility
1,200 words
🚀
Product Launch
Output generation
2,800 words
⚠️
Messaging Boundaries
Risk guardrails
900 words
🧠
System Prompt
Orchestration
2,700 words
Channel Outputs
Web
Email
SMS
Ads
Social
System active
3 weeks → 3 days
The Brand Brain: a complete AI-native brand operating system.

What Makes This Different

Most "brand guidelines" are PDFs that sit in a Google Drive and get ignored. The Brand Brain is operational — it's designed to be fed into AI systems and produce usable output.

From Brand Constitution:
"We are not a fashion brand that happens to have a community. We are a community that happens to sell clothing."
From Language Constitution:
"The voice sounds like a friend who is also on a spiritual journey — grounded but open, enthusiastic but not manic."
LANGUAGE_CONSTITUTION.md
All language must feel like it comes from someone who genuinely cares about the person reading it. This is non-negotiable.
The voice sounds like a friend who is also on a spiritual journey — grounded but open, enthusiastic but not manic, earnest but not naive.
We are warm without being saccharine.
We are spiritual without being preachy.
We are confident without being arrogant.
The Language Constitution defines exactly how the brand speaks.

What used to take 3 weeks now takes 3 days.

More importantly: the system is transferable. The brand isn't trapped in my head anymore.

05

Growth Engine

I don't just design the experience. I build and run the systems that drive traffic to it.

Paid Acquisition

Creative strategy, ad copy, audience targeting

Email Marketing

Full Klaviyo implementation — flows, campaigns

SMS

Launch alerts, restock notifications, VIP comms

Organic Social

Content strategy, community management

Retention

Post-purchase flows, win-back campaigns

196K Community

Facebook group engagement, Bestie program

Weekly Drop Cycle
👀
Wed
Sneak Peek
Email
💜
Thu
Bestie Access
Facebook
🚀
Fri AM
Public Drop
Website
📱
Fri PM
Restock SMS
SMS
→ Post-Purchase Flow→ Retention Loop

06

Design Decisions & Tradeoffs

Voice: Warm Without Being Saccharine

The brand serves a spiritual, wellness-oriented audience. It would be easy to lean into generic "goddess energy" language.

FORBIDDEN

"You are enough. You are beautiful. You are a goddess. ✨💖"

ALLOWED

"Your light is enough."

Scarcity: Honest Without Weaponizing

Every piece is genuinely one-of-a-kind. This creates real urgency. But the brand voice rejects FOMO manipulation.

FORBIDDEN

"DON'T MISS OUT!!!" / "Last chance" / "Hurry"

ALLOWED

"Once these find their person, they're gone — but there's always more magic coming."

Messaging Boundaries: What We Don't Say

The brand works with artisan partners. The story is compelling. But supply chains are complex, and claims invite scrutiny.

Geographic sourcing
"Fair wages"
"Changes lives"
Artisan names

Do say: Handmade. One-of-a-kind. Vintage textiles. Quality and uniqueness we can prove.

07

How I Operate

This workload typically requires five or six people. I operate alone.
Not by working around the clock. By building systems.

Design-to-Code

Skip wireframes and prototypes. Design directly in code, then harden for production. What takes most teams weeks takes me days.

AI-Native Operations

The Brand Brain means I can generate launch copy in minutes. The system enforces consistency; I provide judgment and refinement.

Compounding Infrastructure

Every system I build makes the next project faster. Five years in, I'm not maintaining. I'm accelerating.

Traditional Process
1
Strategy
2
Brand Agency
3
Copywriter
4
Designer
5
Developer
6
QA
3+ weeks
My Process
1
Brand Brain
2
Generate
3
Refine
4
Ship
3 days

08

Results

35%
YoY Revenue Growth
$5M+
Brand Value
0
External Agencies
5
Years & Counting

What I Delivered

  • • Complete website redesign
  • • Marketing collateral system for weekly launches
  • • Full Brand Brain (7 documents, ~15,000 words)
  • • Email/SMS marketing infrastructure (Klaviyo)
  • • Paid acquisition strategy and execution
  • • Ongoing creative direction across all channels

In Progress

  • • Headless front-end migration
  • • React Native consumer app

09

Reflection

What Worked

Building the Brand Brain

This was the inflection point. Before it existed, I was the bottleneck. After, I could generate consistent output at scale.

The weekly rhythm

Aligning all marketing infrastructure to the natural drop cycle created coherence. Every channel reinforces the same moment.

Saying no to FOMO

It would be easy to juice short-term metrics with manipulation. The brand voice explicitly forbids it. This builds trust — the 196K-member community isn't an accident.

What I'd Do Differently

Build the Brand Brain earlier

I spent years 1-3 writing everything myself. If I'd built the system sooner, I could have scaled faster.

More rigorous A/B testing on paid

Growth has been strong, but I've relied more on intuition than systematic testing. More structure here would compound.

This isn't a project. It's a five-year operating system.

I walked in as a designer. I became the entire creative department.

35% YoY revenue growth. $5M+ brand. Zero external agencies. One person.

The Brand Brain is the multiplier.

This is what a one-person creative department looks like when you build systems instead of just doing work.