German firm SchaumChem materials AI-run combine-structure calculators, reducing test batches by 73%. These devices aren’t just devices�?they’re repairing substantial distress factors. A Chilean builder recently credited these electronic aids with preventing $420,000 in rework charges with a seismic-resistant healthcare facility sophisticated.