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January 31, 2026

Sharper AI-assisted design with better wall, door, shelf, and column detection, plus outdoor reflection and coverage-area heatmap accuracy.

The second half of January sharpened AI-assisted design with better wall, door, shelf, column, and layout detection, and fixed outdoor reflection and coverage-area heatmap accuracy.

Improved

Design

  • Shelf detection accuracy improved with a new neural-network model and a smarter abstraction algorithm that handles L-shaped shelves.
  • Column parsing now produces consistent concrete-wall attenuation values, removing spurious wall variants on structured floor plans.

Simulation & Heatmaps

  • Outdoor reflection calculations now produce correct results after a fix to the reflection path computation.
  • Heatmaps on indoor/outdoor projects now update correctly when the coverage area changes shape.

Monitoring & AI

  • AI wall and door detection now runs once per request, eliminating duplicate detections on complex floor plans.
  • AI layout generation contour extraction now uses the correct background image and scale, so generated layouts align accurately with the floor plan.

Plus other fixes and improvements across the platform.

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