1 * Industry Pressure Price swings, carbon tariffs, and skilled-labor gaps. 2 * VSI Metals Framework Smart melt-shop sensors, digital twin of caster/rolling, AI quality-vision, blockchain scrap ledger. 3 * Operational Wins Yield | 3.2 %, energy/ton | 12 %, CO2 | 15 %. 4 * Circular Revenue Closed-loop scrap marketplaces add 8 % margin. 5 * Compliance EU CBAM, SEC climate rule, ISO 14404. 6 * Case Mini-mill hit record OEE 92 % and secured green-steel premiums. 7 * Road-Map 90-day quick start, 12-month twin, 24-month autonomous plant. 8 *
Conclusion Steel's future is digital and green; VSI forges both together.
