How Mathical 1.0 works, in the open
Model report
This summary gives quick access to the essentials of Mathical 1.0: what it takes in, what it gives back, how it is built and how its output is checked. It describes a design and digitisation system, so it reports exactly that.
Mathical 1.0 summary table
- Model
- Mathical 1.0 — the engineered model behind Patterns.
- What it is
- A design core paired with a native digitiser for each production technique. It composes a design from a real design grammar, then writes the machine file directly — rather than generating an opaque image and leaving the file to a person.
- What it does
- Turns every design into the exact machine file your factory runs — in your house’s own look, with nothing redrawn between the design and the floor.
- Inputs
- A text prompt, your own uploaded artwork, or a live trend — with your Brand DNA applied so the result reads as your house’s work.
- Outputs
- A finished design and the native production file for the chosen technique — for example a .DST stitch file, print-ready separations, a jacquard card, a knitout program, a longarm path, a stone map, or a graded .DXF with a cut marker.
- Techniques
- Print · Embroidery · Weave · Knit · Quilt · Pattern cut · Schiffli · Embellish
- Approach
- Designs are built from named, explicit parts — motif, colour, scale, layout, border, zone. Because nothing is left to an opaque roll of the dice, the same inputs give the same design, and any one axis can be steered without disturbing the rest.
- Fidelity
- Where a machine format has been validated against real sample files, the emitted file is byte-identical to that format — so a machine runs it unedited.
- Access surfaces
- PatternAI web app · PatternAI API
- Verification
- Every design passes an accept-gate for both match and quality, and every file is validated against its real format before it can leave. Physical production — a sew-out, a loom run, a cut — is confirmed on your floor: the file is machine-ready, and the final physical sign-off stays with you and your factory.
Your work, your data, your floor
Your work is yours
The designs you create and the production files they compile to are yours to make, produce and sell. See the Subscription Agreement for the full terms.
Read moreYour catalogue serves your account
Brand DNA is learned from the catalogue you upload so that Patterns can return designs in your house’s look. How your uploads and data are handled is set out in the Privacy Policy.
Read moreVerified before it ships
A design has to clear an accept-gate for match and quality, and a file has to validate against its real format, before either is delivered — so what you receive is something a machine can actually run.
Reproducible and explainable
A design grammar means every choice is named and the same inputs give the same design. There is no black box between your prompt and the file on the floor.
Read moreMade for the floor, signed off by you
Every design is drawn within what its engine can make on the machine, fabric and yarn you chose in Setup, so the floor is never handed a design it cannot make. Files are machine-ready, but physical production is a partnership: the sew-out, loom run or cut is confirmed on your own equipment before a run scales.
Acceptable use
What may and may not be made with PatternAI is set out in our policies. We enforce them through warning, suspension and termination pathways based on severity and recurrence.
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