Sub-2s answers100% on-premisePhysics-verified

The steel
superintelligence.

A physics-verified cognitive twin of your whole plant — from ore to coil. It reasons across every domain, on your own infrastructure, in your language.

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Built by metallurgists and AI engineers — every answer, its physics shown

The line, end to end

One thread of reasoning,
ladle to coil.

01 — Continuous Casting

Liquid steel becomes a strand

A shell forms around a still-molten core down the curved caster. Get it wrong and you risk a breakout, or segregation baked into every slab.

SteelWit

Flags breakout risk and segregation before the strand is cut — in time to act.

Scroll to travel the line · drag to orbit

Nine capabilities

One engine. Nine ways to use it.

Each module is licensed on its own. Start with the one that hurts most — scale to the full value chain when you're ready.

PKG-001

Process Stability

See instability coming — hours before it costs you a heat.

  • Early warning on process drift
  • Root cause before the breakout
  • Live stability scoring
Explore
PKG-002

Ironmaking

The cheapest safe path to target hot metal.

  • Burden & chemistry, cost-optimised
  • Every campaign re-balanced
  • Alternative iron routes compared
Explore
PKG-003

Metallurgy

Know the microstructure before you make it.

  • Phase & hardness prediction
  • Heat-treatment outcomes
  • Any grade, any route
Explore
PKG-004

Energy

Find every wasted joule — and every wasted tonne of carbon.

  • Heat-recovery opportunities
  • Carbon traced to the source
  • Cost per tonne, itemised
Explore
PKG-005

Process Engineering

Right the schedule before the strip hits the mill.

  • Rolling schedule optimisation
  • Solidification outcomes
  • Ladle refining plans
Explore
PKG-006

Alloy R&D

New grades, invented and vetted before you cast one.

  • Explore new compositions
  • Physics-screened candidates
  • Idea to validated grade
Explore
PKG-007

Quality & Defects

Every defect named, traced, and prevented next time.

  • Surface & internal defect ID
  • Root-cause analysis
  • Prevention, not just detection
Explore
PKG-008

Environment

Compliance and corrosion, solved before the audit.

  • Emissions & compliance tracking
  • Corrosion-risk prediction
  • Effluent & sustainability
Explore
PKG-009

Supply Chain

Hold the line when the market doesn't.

  • Demand forecasting
  • Disruption-risk pricing
  • Fast material substitution
Explore

Built for the world's steelmakers

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Capability modules
Physics-backed. License one, or the whole chain.
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On-premise
Inference runs inside your firewall.
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Languages
Answers in your operators' own language.
0/7
Always on
Physics-verified answers, on demand.
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Unified engine
Ore to coil, foundry to R&D — one platform.
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Cloud inference
Your data never leaves the site.
Simple by design

From query to answer in 3 steps

01

Pick a capability

Nine modules across the value chain. Take the one that hurts most, or all of them.

02

Ask in plain language

It asks smart questions back — in your operators' own language. No forms, no jargon.

03

Get a physics-verified answer

Instant for everyday calls, deeper when the problem demands it — and it always shows its working.