Six products.One loop.

Each product is a paid wedge that lands standalone on the Cell tier, then expands into the Factory platform. They share one factory-edge runtime, one metallurgy-and-defect flywheel, one foundry twin, and one set of customers.

6Products
$15kPer cell, per month
1Shared data flywheel

Every product isa wedge and a link.

Castwin simulates every pour and hands setpoints to Meltra, Coreon and Pourbot. Poreon grades every casting and feeds root cause back. Fettlix finishes the part and returns gate and riser data to the twin.

Meltra

Melt & chemistry

Melt to exact chemistry and temperature, held autonomously heat after heat.

Coreon

Mold & core

Sand, molds and cores made to strength and geometry, batch after batch.

Pourbot

Pour & fill

Robotic pouring that fills every mold right — temperature, stream and timing autonomous.

Poreon

Defect & inspect

See every pore, inclusion and cold shut before the casting ships.

Castwin

As-cast twin

Hit target soundness, yield and takt before the metal ever pours.

Fettlix

Finish & fettle

Robotic fettling, grinding and cut-off that finishes every casting to spec, hands-free.

Built with foundries and die casters melting iron, steel, aluminium, magnesium and copper

Ironhaus GroupMeridian CastingsVulcan DuctileAurora Light MetalsKestrel Die CastingNorthfield Foundry Co.

[PLACEHOLDER] Design-partner names are illustrative until first references are signed.

Melt to exact chemistry and temperature, held autonomously heat after heat.

Jetson Orin/Thor at the furnace, DGX for training. Feeds on-spec metal to Pourbot, validated by Castwin, correlated with Poreon defect outcomes.

Sand, molds and cores made to strength and geometry, batch after batch.

Controls sand properties, compaction, core strength and mold quality; supplies sound molds and cores for Pourbot, validated by Castwin.

Robotic pouring that fills every mold right,temperature, stream and timing autonomous.

Jetson Thor with Isaac. Pours Meltra metal into Coreon molds along the Castwin plan, and is corrected by Poreon's defect root cause.

See every pore, inclusion and cold shut before the casting ships.

X-ray, CT and vision fusion on Jetson and IGX. Grades every casting and feeds root cause back to every upstream agent.

Hit target soundness, yield and takt before the metal ever pours.

Omniverse and OVX. GPU-accelerated pouring and solidification simulation that hands optimized setpoints to Meltra, Coreon and Pourbot.

Robotic fettling, grinding and cut-off that finishes every casting to spec, hands-free.

Jetson Thor with Isaac. Finishes poured castings, feeds Poreon, and returns gate and riser data to Castwin.

The loop, asa dependency graph.

ProductOwnsReceives fromSends to
CastwinPour & solidification simulation, gating variantsPoreon outcomes, Fettlix riser dataMeltra, Coreon, Pourbot setpoints
MeltraMelt chemistry, temperature, degassing, inoculationCastwin setpointsOn-spec metal to Pourbot
CoreonSand, mold and core qualityCastwin setpointsSound molds to Pourbot
PourbotRobotic pour, stream, fillMeltra metal, Coreon molds, Castwin planPoured castings to Solidify
PoreonPorosity, inclusion, cold-shut, misrun gradingEvery casting, Fettlix finished partsRoot cause to all upstream agents
FettlixRobotic fettling, grinding, cut-offPoured castingsPoreon inspection, Castwin gate/riser data

6

Products, each GPU-essential

100k–500k

Synthetic rare-defect scenarios per alloy family

1,000–10,000

Pour and gating variants simulated per SKU launch

0

Products that work without accelerated compute

[ASPIRATIONAL] Scale targets from the GPU utilization plan in Smelteon's AI architecture.

Land one product.Own the loop.

Start with the product that matches your worst number — porosity, scrap, melt energy or pour consistency — and expand once it moves.