Extruon

About Extruon

Extruded profiles arethe skeleton of the modern world.

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

Somebody has to encodethe craft before it retires.

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

Four principleswe build against.

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.

Land narrow, expand relentlessly

One press, one workflow, one metric. Whole-plant autonomy is where you end up, never where you start.

The data moat compounds

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.

Vertical depth beats horizontal breadth

Built for extrusion, not for generic manufacturing. The physics, the tolerances, the die books and the failure modes are the product.

The thing itself

We are a companyabout one push.

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?

Extruon closing the loop on an extrusion press A heated billet is pushed by the ram through the container and die; the finished profile emerges on the runout while Extruon senses dimensions, surface quality and exit temperature and adjusts ram speed and billet taper in real time. RAMBILLET · CONTAINERDIEPROFILE · RUNOUT EXIT TEMP508 °C WALL±0.06 mm RAM SPEED6.4 mm/s RECOVERY87.9 %

Every push, perfectly profiled.

Positioning

Independent, product-led,physical-AI first.

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.

  • AI/ML and accelerated computing are the core product: perception, simulation, optimisation and bounded agentic control for real extrusion lines.
  • Incorporated private company, pre-IPO, less than ten years old, with developers building the plant-edge AI product. [ASPIRATIONAL]
  • Working company website and business email on extruon.com. [ASPIRATIONAL]
  • NVIDIA Inception profile: physical AI / industrial AI for aluminium and polymer extrusion manufacturing.

At a glance

  • Category
    Physical AI / Industrial AI — extrusion manufacturing autonomy
  • Positioning
    The autonomous operations layer for extrusion manufacturing
  • Tagline
    Every push, perfectly profiled.
  • Market
    TAM $23B · SAM $5.5B · SOM $310M over three years
  • Model
    Recurring SaaS — press, plant and outcome hybrid

Where we are going

From one pressto the world's extruders.

The roadmap is deliberately sequential. Each stage earns the right to the next.

  1. 0–6 months

    Design partners on the wedge

    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]

  2. 6–12 months

    Paid conversion and graduated autonomy

    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]

  3. 1–3 years

    The whole loop, multi-site

    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]

  4. 3–10 years

    The global system of action

    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

Why thisis a big company.

TAM $23B

The addressable process

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%.

SAM $5.5B

Where autonomy applies

Autonomous press and heating control, profile and surface-defect sensing, die-flow optimisation, robotic handling and extrusion digital twins — the fastest-growing segments.

SOM $310M

Three-year obtainable

Driven by the construction, EV and solar aluminium boom, decarbonisation and energy pressure, and a genuine press-operator crisis.

How we work

The habitsbehind the product.

Evidence

Baselines before claims

No number reaches a slide without a measured baseline and a reconciliation against the customer's own records.

Safety

Envelopes before autonomy

Every write path is bounded, reversible and logged before it is enabled — no exceptions, no pilots-as-exceptions.

Depth

Metallurgy in the room

Extrusion metallurgy and die-design expertise sits inside product decisions, not in an advisory board slide.

Honesty

Disqualify early

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

NORDHAUS ALUVantera ProfilesSolFrame SystemsKestrel ExtrusionsRhein LeichtbauAurora Billet Co.

Design-partner names are illustrative pending public reference approval. [PLACEHOLDER]

Measured on the press

The numbers a plant directoractually gets paid on.

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

Come buildthe autonomous plant.

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.