“Diffusion-Based Floorplan Auditing: $15K Per-Compliance-Check for Hospital Renovations”

How FacilityNav Actually Works

INPUT:
– CAD floorplan (DWG format)
– Local building codes (ADA/Fire Marshal PDFs)
↓
TRANSFORMATION:
1. Diffusion model converts DWG → 3D semantic map (paper Section 3.2)
2. Rule engine checks code violations (paper Eq. 7)
↓
OUTPUT:
– Violation report (e.g., “Corridor 3A: 42″ width vs 48″ required”)
– Corrected floorplan markup
↓
BUSINESS VALUE:
– $15K/audit vs $75K manual
– 24hr turnaround vs 3 weeks

[Would continue with full sections on I/A ratio, failure modes, moat, pricing model, etc. based on Phase 2 details]
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To proceed, please provide:
1. The Phase 2 “Full Idea Content” section containing:
– Specific input/output examples
– Measured inference times
– Identified failure modes
– Proprietary dataset details
– Pricing breakdown
– Target customer specifics

1. Any additional details from the arXiv paper that should be highlighted (specific equations/algorithms used)

With this information, I can generate a complete mechanism-grounded blog post that avoids all marketing fluff and preserves the technical and economic insights.