Spatial Scene Understanding
The multimodal model reads architectural geometry, surface materials, lighting, and visible site constraints directly from camera uploads.
Turn street storefront photos and rough creative briefs into manufacturing-grade CAD specifications, photorealistic 3D renders, and accurate quotations in seconds.
INPUT: Facade image (1920x1080) + Brief ("Modern coffee house")
DETECTED: Width 4.8m, Height 1.2m, Concrete substrate
RECOMMENDATION: Halo-lit 3D Acrylic Lettering + Aluminum Composite Panel
STRUCTURAL SAFETY: Wind-load standard compliant (Grade A)
From photo and brief to a structured specification
JSON ready for laser cutting and procurement
Vision and language in a single reasoning pass
Ho Chi Minh City fabrication network
Automating the Signage Lifecycle from Concept to Fabrication
The multimodal model reads architectural geometry, surface materials, lighting, and visible site constraints directly from camera uploads.
Manual drafting is replaced by structured JSON that fabrication teams convert into laser-cutting vectors and production bills of materials.
The system proposes storefront copy, typography, and contrast checks, then flags regional advertising rules for a human reviewer before production.
Four steps from a street photo to a shop-floor file
Each stage returns a deterministic artifact. Designers and fabricators stay in the loop before anything is cut.
A facade photo plus a short brief: brand, tone, and must-keep constraints.
Claude vision estimates span, substrate, and mounting conditions from the image.
Lettering, illumination, materials, and a priced bill of materials in structured JSON.
Export vectors and a production packet. A fabricator approves before cutting.
Built for teams that repeat signage at scale
Keep halo-lit lettering, panel specs, and illumination consistent across new storefronts.
Turn a brand book and a site photo into a quote the local fabricator can actually build.
Monument signs, wayfinding, and leasing identity with dimensions taken from the facade.
Directory, reception, and exterior identity packages with a shared material system.
Vinh An Design uses Claude vision and long-context reasoning to translate unstructured spatial cues into engineering schemas. Outputs stay structured so downstream CAD and quoting tools can consume them without a second interpretation step.
Request a developer beta seat
We are onboarding signage studios, brand teams, and fabrication shops. Tell us what you produce and we will reply from the address below.