Open PatternAI

How Mathical 1.0 designs — and digitises it faithfully.

Patterns is engineered, not prompted-and-hoped. A real design grammar makes results controllable and reproducible; faithful digitisation turns each design into the exact file your machine runs. This is the work behind that.

A design grammar, not a black box

Mathical 1.0 composes a design from real, named parts — motif, colour, scale, layout, border, zone. Because every choice is explicit, the same inputs give the same design, you can steer any one axis without disturbing the rest, and nothing is left to an opaque roll of the dice.

Faithful digitisation

A design is only half the job — the machine file is the other half. Each technique has its own digitiser that writes the native file directly: stitch paths, jacquard cards, knit programs, longarm paths, graded cut markers. The file is exactly the design that was approved, with no redraw on the way to the floor.

Any technique you choose

Each design is made for the technique you pick — embroidery, print, weave, knit, quilt, embellishment, pattern-cut or schiffli — on a shared set of design axes, so motif, colour and proportion are handled the same way whichever machine makes it.

In your house’s own look

Given a house’s own catalogue, Patterns extracts its signature — recurring motifs, palette, proportions — and holds every generated design to it. The output reads as that house’s work, not the generic result a shared model gives everyone.

Verified before it ships

Every design passes an accept-gate for both match and quality, and every file is validated against its real format before it can leave. A production file that reaches your machine has already been checked to be one it can run.

Every design → the native file for the machine you choose

Each technique has its own digitiser, and each writes its own native file — listed here, with a guide to every technique.

Native file formats

The machine formats Patterns writes directly from an approved design — each validated against its real format before it ships, and each with its own guide.

Tajima DST

TechniqueEmbroidery

Read byTajima, Barudan, ZSK, SWF, Ricoma, Most commercial machines

Brother/Babylock PES

TechniqueEmbroidery

Read byBrother, Babylock

Janome JEF

TechniqueEmbroidery

Read byJanome, Elna (compatible)

Melco/Bernina EXP

TechniqueEmbroidery

Read byMelco, Bernina

Husqvarna Viking / Pfaff VP3

TechniqueEmbroidery

Read byHusqvarna Viking, Pfaff

Jacquard weave card

TechniqueWeave

Read byJacquard looms (electronic dobby/jacquard controllers)

AAMA/ASTM DXF cut marker

TechniquePattern cut

Read byGerber, Lectra, Tukatech, Optitex, Automatic cutters

Shima Seiki DAT

TechniqueKnit

Read byShima Seiki, Flat-knit (via knitout)

Handi Quilter HQF

TechniqueQuilt

Read byHandi Quilter, Computerised longarm systems

QLI quilting file

TechniqueQuilt

Read byComputerised longarm systems

Innova IQP

TechniqueQuilt

Read byInnova, Computerised longarm systems

PAT quilting file

TechniqueQuilt

Read byComputerised longarm systems

Help build Mathical 1.0

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