TARGETED OUTCOME
5-10% Reduced maintenance costs INDUSTRY · IRON & STEEL
Rapidly compose AI-powered solutions across the iron & steel value chain at scale.
Real-time monitoring, predictive maintenance and agentic operations across iron and steel — from raw material handling through finishing.
*Targeted outcomes with indicative ranges · actuals vary by environment.
THE IMPACT
What changes when XMPro lands in iron & steel.
THE OPERATING LOOP
Detect. Decide. Coordinate. Execute.
Most platforms stop at Detect. XMPro completes the loop.
Solution categories for iron & steel.
The disciplines XMPro deploys across this industry — each chip filters the solutions library to use cases of that type.
Pre-scoped use cases for iron & steel.
Each one names the operational problem, the signals the platform watches, and the governed action it drives. Filter by category or solution type — or search.
Casting Guidance
Live casting telemetry, a digital twin and predictive quality guidance — process drift caught before it becomes scrap.
Cooling Tower Fin Fan Monitoring
Per-fan cooling-tower monitoring tied to predictive maintenance, energy efficiency and environmental compliance.
Excavator Efficiency Optimisation
Idle, cycle, fuel and operator performance under one operational picture — with shift-actionable recommendations.
Loading & Hauling Optimisation
Real-time productivity, cycle-time analysis and predicted condition across every excavator and haul truck.
Multi-Site Iron-Ore Optimisation
National operating picture across every mine site, with process-stage drill-down and predictive intervention.
Open-Pit Iron Ore Process Optimisation
Integrated optimisation across drilling, hauling, crushing and milling — production losses caught in the seams between stages.
Not a concept. In production.
XMPro is deployed at Tier 1 global operators across asset-intensive and mission-critical industries — delivering measurable results across predictive maintenance, process optimisation and operational intelligence.
Now pushing the frontier.
MAGS agents are achieving what no other industrial platform has demonstrated — sustained autonomous operations at enterprise scale.
0+
Days Autonomous
Safety-critical petrochemical operations
3-0+
Agents Per Team
Specialized agents coordinating per use case
0+
Teams Deployable
Scale across sites and business units
0%
Governed
Every agent, every decision, every action — auditable
