Trust before autonomy
Grounding, audit, human-in-the-loop and graduated control come before any write access. A system that cannot explain itself has no business moving a ram.
About Extruon
Aluminium extrusions frame nearly every window, curtain wall, solar panel, EV battery enclosure, heat sink and lightweight vehicle structure. Demand is surging with construction, electrification and solar — and the process that makes them is still governed by retiring intuition.
Why we exist
Extrusion is one of the most tightly coupled thermomechanical processes in manufacturing. A preheated aluminium billet is pushed by a hydraulic press through a hardened steel die at hundreds of degrees, where metal flows and welds around the die's ports to form a precise cross-section. Billet temperature taper, ram speed, container and die temperature, and exit temperature all interact nonlinearly.
Push a touch too hot or too fast and the profile tears, blisters or picks up die lines. Too cold or too slow and it comes out under-strength or off dimension. The die itself behaves unpredictably, so plants still endure slow, expensive die trials — scrapping metal and press time to correct twist, bow and flow imbalance.
After the press, quench rate and stretch-straightening set temper and flatness, and aging ovens develop mechanical properties. Each is another chance to miss spec. Profiles are long, hot and delicate. Press recovery, butt and offcut scrap, and oven energy dominate cost under thin margins and decarbonisation pressure.
And the people whose intuition governs the push — press operators and die engineers — are a scarce, retiring craft. Most plants still run on manual press control, spot gauging and reactive scrap. That combination is exactly what autonomy is for: craft-bound, thermomechanics-critical, tolerance- and energy-sensitive work that a closed perception-to-action loop can do consistently, every shift.
Extruon exists to close that loop. Not to assist an operator with another dashboard, but to perform the work — sensing the billet, the profile, the surface and the temper, planning the coupled move across heating, press, die, quench, stretch, cut and age, acting inside envelopes engineers signed, and proving the result on the same push.
What we believe
Grounding, audit, human-in-the-loop and graduated control come before any write access. A system that cannot explain itself has no business moving a ram.
One press, one workflow, one metric. Whole-plant autonomy is where you end up, never where you start.
Every supervised correction trains the system. More customers means more outcomes, better models, more autonomy, more captured workflow — a flywheel unavailable to single-task point tools.
Built for extrusion, not for generic manufacturing. The physics, the tolerances, the die books and the failure modes are the product.
The thing itself
Everything Extruon builds is judged against a single question: did this billet come out on dimension, defect-free, on temper, at a recovery the plant can bank?
Every push, perfectly profiled.
Positioning
Extruon is positioned as an independent startup building original physical-AI technology for extrusion manufacturing — not a consulting practice, systems integrator, reseller, public company or corporate division.
Where we are going
The roadmap is deliberately sequential. Each stage earns the right to the next.
Onboard three to five design partners, ship connectors, the agent loop, the review console and the assurance-grade audit log, and prove accuracy and ROI in shadow then assist mode. [ASPIRATIONAL]
Convert design partners to paid, ship twin hit-profile-before-push, add a second module in the plant, and reach SOC 2 Type II with first enterprise logos. [ASPIRATIONAL]
Own heat → press → quench → stretch → cut → age end to end, scale the OEM, die-maker and MES channel, expand internationally and launch data-network benchmark products. [ASPIRATIONAL]
Platform and API ecosystem, adjacent scopes from aluminium into polymer, tube and pipe, co-extrusion, billet casting and fabrication — the autonomous operations layer for the world's extruders. [ASPIRATIONAL]
The market
Extrusion-plant automation, press control, in-line profile measurement, billet-heating and aging-oven control, die-design and flow simulation, and extrusion MES — growing around 13%.
Autonomous press and heating control, profile and surface-defect sensing, die-flow optimisation, robotic handling and extrusion digital twins — the fastest-growing segments.
Driven by the construction, EV and solar aluminium boom, decarbonisation and energy pressure, and a genuine press-operator crisis.
How we work
No number reaches a slide without a measured baseline and a reconciliation against the customer's own records.
Every write path is bounded, reversible and logged before it is enabled — no exceptions, no pilots-as-exceptions.
Extrusion metallurgy and die-design expertise sits inside product decisions, not in an advisory board slide.
If the tonnage, the data access or the mandate is not there, we say so before a pilot rather than after one.
Extruders working with us
Design-partner names are illustrative pending public reference approval. [PLACEHOLDER]
Measured on the press
Every Extruon engagement starts with a baseline and ends with an audited delta. These are the target bands we underwrite in a paid pilot.
+4.2 pts
Press recovery uplift, saleable vs charged metal
−38%
Surface-defect and dimensional rejects
−61%
Die-trial pushes before a die is signed off
−12%
kWh per tonne across heating, quench and aging
Target outcome bands modelled from design-partner baselines. [ASPIRATIONAL — to be replaced with audited pilot results.]
About
Whether you run a press, design dies or write control software, there is a version of this problem with your name on it.
Land on one press. Expand press by press, module by module, site by site.