Reduce induction furnace holding power between heats
Furnace held at full power 45 minutes between heats with no pour scheduled. Setback schedule aligned to production calendar.
₹3-8L/month
Assigned: Furnace operator / electrical

Steel & metals
AI enables steel manufacturers to manage fuel- and power-intensive operations at scale, where energy balance and operating discipline directly determine cost competitiveness, throughput stability, and operational consistency - with evidence-verified savings.
Example prescriptions
Illustrative actions from secondary steel and rolling benchmarks. Your pilot generates prescriptions from your meters and bill.
Furnace held at full power 45 minutes between heats with no pour scheduled. Setback schedule aligned to production calendar.
₹3-8L/month
Assigned: Furnace operator / electrical
Four stands restarted simultaneously at 06:30 - incomer MD breached by 220 kVA. Stagger over 15 minutes.
₹4-10L/month
Assigned: Rolling mill supervisor
CW pumps at 100% flow with 40% rolling output. VFD setpoint adjustment - capital action ranked by payback.
₹1.5-4L/month
Assigned: Utilities / maintenance
Impact ranges are benchmark estimates, not customer guarantees. Enterprise-scale integrated plant cases are cited only as context. Stamped targets mid-market induction and rolling plants with plant-specific verification.
What you gain
Indicative benchmark band. External SEC references are cited for context only.
Prescriptive AI keeps furnaces and rolling processes within efficient operating windows, reducing avoidable energy loss during real production by 5-10%.
AI detects captive power generation inefficiencies early and prescribes corrections before small deviations escalate into sustained cost losses, reducing per-unit energy cost by almost 5%.
Actionable insights guide operators on what to adjust and when, reducing reliance on manual judgment and delayed interventions.
Continuous monitoring keeps SEC of large utilities such as pumps, compressors, and cooling systems within efficient limits, cutting unplanned utility downtime by 10-15%.
FAQ
Holding power between heats can run 30-50% of furnace electricity with no production output. Stamped quantifies this per furnace and assigns setback schedules with monthly rupee impact.
Stamped tracks SEC improvement with evidence-verified M&V - a ledger for management and PAT evidence. Stamped is prescriptive intelligence, not PAT consulting or audit services.
Phase 1-2 focus is secondary steel, rolling, and forging (₹10L-₹1Cr+/mo electricity ). Integrated BF route plants with enterprise-scale bills require a different sales motion - we qualify honestly on discovery calls.
Next step
Discovery call: meters, main loads, PAT context - we outline a pilot if the numbers justify it.