
Sketch to Render: building a daisy + ComfyUI powered design studio for ALTERRAGE
Jul 14, 2025
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10 min. read

when designers dream of electric sheep
somewhere between a napkin sketch and a photorealistic render lies the bermuda triangle of creative workflow. designers spending countless hours trying to breathe life into their visions, armed only with iPad and an Apple pencil.
"we need something that feels like it was made for designers, not engineers," they said.
no complex workflows, no cryptic prompts, just sketch, upload, render. the holy trinity of creative efficiency.
comfyui: the beautiful nightmare
in the last year, ComfyUI has emerged as our platform of choice for designing generative solutions to creative problems. despite its technical complexity, ComfyUI is the only AI canvas powerful enough to turn creative vision into scalable process.
but here's the catch: mastering ComfyUI is like learning a new alien language while the aliens are still making up the grammar. what takes seconds to execute can take months, if not years to understand.
the learning curve isn't just steep; it's a cliff face that many creative professionals simply don't have time to climb.

from chaos to creation
over a few intensive weeks, we transformed a maze of nodes and tangled wires into two streamlined workflows that would make even the most cynical designer weep with joy.
Sketch2Render: the alchemy of possibility
upload a hand sketch, apply daisy-trained material LoRAs, generate multiple photorealistic variations.
what used to take hours of manual rendering now happens in under a minute. time, that most elusive of creative resources, suddenly abundant.
Mask2Edit: precision for the perfectionist's soul
select specific areas, apply different materials, patterns, or colors, maintain the original design intent. targeted masking turns a pain-point into a playtime, a place where control meets serendipity.
the generative edge: more than just speed
what emerged wasn't just a faster way to work—it was a fundamentally different creative process that challenged the very nature of design iteration.
exploration at scale: generate 100 variations of a handbag design in the time it takes to manually render one.
material confidence: test exotic materials and patterns without physical samples.
creative surprises: AI's "happy accidents" often led to unexpected design directions that would have taken months to stumble upon organically.
sustainable iteration: reduce physical waste by validating designs digitally first, and digital waste with no-code approaches to development. the planet thanks you, your wallet thanks you, your sanity thanks you.

results that speak louder than nodes
the magic wasn't just in building the workflows—it was in the iterative dance with our client that led to a surprise discovery. each feedback round revealed new insights like archaeological layers of understanding.
by project end, we delivered two production-ready ComfyUI workflows deployed on ComfyDeploy, daisy-trained LoRAs for materials and patterns, complete infrastructure with API endpoints ready for integration, and comprehensive documentation to speed run SmartStudio to the next level.
"Working with daisy was seamless and transformative. They brought deep AI knowledge, professionalism, and creativity to our SmartStudio project—helping us go from concept to execution with clarity. Highly recommended for anyone building next-gen design tools to hypercharge creativity."
- Lauren Kacher (Aka Altra Sharp), Founder of ALTERRAGE & SmartStudio
what we learned (so you don't have to)
start with the customer, not the tech: understanding fashion designers' natural vocabulary and workflows was more important than any technical optimization.
iterate to perfection: sharing rough sketches early led to better final results than perfecting in isolation.
happy accidents still happen: we discovered new settings and combinations through feedback that resulted in higher quality outputs. start small and scale: find out if ComfyUI can do it first (it can), then build.
more importantly, we proved that generative AI could scale—not replace—the designer's creative process. augmentation, not automation. partnership, not replacement.
ready to transform your design workflow?
something we often hear from customers is, "chat can't seem to do this one specific thing properly. do you think daisy can help?"
the answer is almost always yes, and if not, we design a custom solution for you. whether you're a fashion house looking to modernize your design process, a creative agency exploring AI possibilities, or a startup with a vision for the next creative tool—we speak both languages: creative and code.
let's build something extraordinary together.