Transform Vague Client Briefs into Inspiring Visuals with AITransform Vague Client Briefs into Inspiring Visuals with AI
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What if the worst part of a creative project isn't the design, it's the brief that started it?
I built Dead Brief Resurrector on Melius — a workflow that takes a vague, broken client brief and turns it into a structured actionable direction, then immediately generates visual explorations from it. No manual prompting between steps. One input, full creative direction out.
The test brief I fed it: "We need some nice pictures for our new luxury skincare line. It should look expensive and natural. Maybe some plants? Something that feels high-end but also very organic."
That's a real brief. Designers receive versions of this every week.
What the workflow did with it, 12 nodes, fully autonomous:
Ingested the vague brief as raw input
Ran a brief autopsy — identified every missing element: no audience, no tone, no visual direction, no KPIs
Resurrected it into a full structured brief: target audience (conscious luxury consumers), tone (serene, sophisticated, grounded), brand name (Gaia Essence), visual direction (Organic & Earthy Luxury)
Generated a 4-image moodboard across ingredients, environment, textures, and human element
Generated 3 distinct visual concept explorations: Brutalist Zen, Botanical Alchemy, and Terracotta Minimalism
My Melius experience: The agent-first approach genuinely changes how you work. Instead of building nodes manually, you brief Mel the way you'd brief a creative director — in plain language — and it lays the canvas out for you. Every prompt is editable at the node level, so you can steer without rebuilding. The image quality surprised me, especially on the Botanical Alchemy concept. Where it still needs work: the agent occasionally needs explicit approval gates to chain text outputs into image nodes correctly — a small friction point in an otherwise smooth workflow.
What brief would you feed it?
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RUPENDRA's avatar
Great work
Atolani's avatar
The detail and the precision is there, nice work
Juice's avatar
great work
M's avatar
It's look really amazing.
Muhammad's avatar
Smart framing. A better brief often does more for the final design than another round of visual polish.
Arsen's avatar
Wow this is so beatiful 😍
Franco's avatar
Amazing results!
Anita's avatar
This is amazing! Love the approach, because having vague briefs is something that happens very often!
Révolté's avatar
It happens to me too! It's really frustrating ahahah
Koushik's avatar
Great design
Monserrat's avatar
wow these are incredible!
Promise 's avatar
Nice one 👍
Vanshul's avatar
those cinematic visuals are excillent
JONAH's avatar
This is exactly the kind of workflow creative teams need right now. Turning vague client chaos into clear visual direction automatically is a massive time-saver. The “brief autopsy” concept alone is brilliant because most projects fail before the design even starts. Really smart execution on this.
Adesina's avatar
impressive👍
nishat's avatar
Lovely visuals
Micah's avatar
This is good .. Honestly
Pradyumn's avatar
This solves a painfully real problem because most creative projects fail at the brief, not the execution.
Aashish's avatar
wow so nice!
Joowon's avatar
Melius logo
love it, thanks for the feedback!!!
Révolté's avatar
Glad you like it!😊
amr's avatar
Lamsa logo
Very impressive execution! The project looks professional, modern, and visually appealing. The attention to detail makes the whole design feel stronger and more memorable.
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