Full-Stack · Multimodal AI · Business Process Automation · Production
Virtual Wallpaper Try-On
A wallpaper manufacturer's sales team was spending 4-6 hours daily creating client visualizations in Photoshop — manual perspective correction, lighting adjustments, pattern alignment for every single order. Built a production web app that replaces this with a 2-minute AI-generation workflow. 75% manual work reduction from day one.
75%Manual work reduction — 4-6 hours/day → 15-20 minutes/day
<2 minPer mockup — was 2-4 hours of Photoshop work per visualization
85–90%Daily team adoption — because the tool was simpler than manual work
Same dayClient turnaround — was 2-3 days for a single mockup set
Engineering decisions
Why AI generation won
- Prototyped two approaches: geometric transformation (SAM2 segmentation) vs. AI generation. AI won — not because it's more sophisticated, but because non-technical sales staff actually use it.
- Gemini multimodal handles perspective, lighting, and pattern placement automatically — no masks or corrections needed.
- Mobile-first design: sales team uses phones on client visits, not laptops.
- Multi-office billing: client-side API key injection for separate office quotas (Poland / Ukraine).
Business impact
What changed
- Unlimited parallel mockup processing — no longer limited by one designer's availability.
- Same-day client delivery replaced the 2-3 day turnaround.
- 85-90% daily adoption from day one — adoption over elegance.
- Sales team can now show clients visualizations during the first call, not days later.
Relevance for German businesses
Who this is for
- Wallpaper and flooring retailers, interior design firms, furniture showrooms in Germany.
- Any business that produces visual mockups for clients manually — this can be automated.
- Tapetenhändler, Innenarchitekten, Bodenbelag-Unternehmen — contact me to discuss your workflow.
- Works for: fabric samples, furniture placement, paint color visualization, kitchen planning.
Your use case
Similar automations
- Product photography replacement: show product in different room settings automatically.
- Material sample visualization for B2B sales teams.
- Real estate staging: show furnished/unfurnished room variations to buyers.
- Fashion: try-on visualization for clothing e-commerce.
Tech stack
Tools used
React 19Node.jsGemini AIFirebaseVercelTypeScript
Haben Sie ähnliche manuelle Prozesse in Ihrem Betrieb?
I build AI visualization and automation tools for sales teams in Germany. If your team spends hours on manual mockups, we can automate it. Let's talk.