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Furniture-tuned generation
Custom prompt scaffolding plus per-brand style anchors keep the output on-brand instead of looking like generic stock.
→←All work
Case study / Live product
Furnishot.
AI product photography for furniture brands.
A studio-in-a-browser that turns plain product reference photos into premium 4K lifestyle scenes for storefronts, ads, and social campaigns. Furniture-specific prompts, batch exports, and brand-consistent presets.
Visit live product↗Production interfacelive
Output4K renders
Avg render< 30s
Use caseE-commerce
01 / The product
“A studio-in-a-browser that turns plain product reference photos into premium 4K lifestyle scenes for storefronts, ads, and social campaigns. Furniture-specific prompts, batch exports, and brand-consistent presets.”
Delivery Concept to live in 4 weeksOwnership ClientStatus Live
02 / The brief
Furniture brands ship slow,photography ships slower.
Starting point
A new sofa lands in the warehouse. Marketing wants storefront banners, ad creative, and social posts by Friday. The photo shoot is booked three weeks out, in a studio across the country, with a lighting director who charges by the hour.
The brief was: cut that loop. Let a brand upload a single reference photo and get back a library of premium lifestyle scenes — different rooms, different moods, brand-consistent — in minutes instead of weeks.
03 / The system
Reference photo in,4K scenes out.
Sub-30-second renders
Replicate + Flux pipeline tuned for predictable latency. Marketing teams iterate during the meeting, not after it.
→Batch + brand presets
Save a brand's look once. Generate 50 variants in one batch. Export at 4K for storefront, web, and ads.
→Stripe-metered usage
Tiered plans for solo shops, growth-stage brands, and agencies. Hard caps to keep enterprise spend predictable.
→04 / The build
The tools behindthe finished product.
A production stack chosen for the product's actual constraints: speed, reliability, ownership, and room to grow.
Next.js01
Replicate02
Flux03
Supabase04
Stripe05
Vercel06
05 / Timeline + outcome
From zero to live.Concept to live in 4 weeks.
The work moved in visible increments, with a usable product at every major review.
1Week 1Discovery + design
2Week 2Render pipeline
3Week 3Billing + dashboard
4Day 28Live
New projects / Q3 2026
Make it useful.Then make it real.
Bring the problem, not a polished brief. We will tell you what to build, what to leave out, and the shortest honest route to launch.
See what we have shipped→Capacity 2 builds / monthEngagement Fixed scopeDelivery Production ready