Fabric and Apparel Patternmakers.

This job has 16 core tasks. We went through 13 of them, one at a time.

Task by task, from the work Fabric and Apparel Patternmakers actually do. How we describe AI use in each task is our own read of it, not a measurement of whether AI can replace the job.

1. TASK 01

   Input specifications into computers to assist with pattern design and pattern cutting.

   AI DOES

   Converts measurements and specs into digital pattern pieces and flags cutting layout options

   YOU DO

   Verify that patterns will actually fit real bodies and drape the way the designer intended

2. TASK 02

   Draw details on outlined parts to indicate where parts are to be joined, as well as the positions of pleats, pockets, buttonholes, and other features, using computers or drafting instruments.

   AI DOES

   Suggests and places standard notches, seam allowances, and feature markings on digital pattern pieces

   YOU DO

   Verify every marking matches the designer's vision and the garment will actually fit and function correctly

3. TASK 03

   Determine the best layout of pattern pieces to minimize waste of material, and mark fabric accordingly.

   AI DOES

   Runs nesting algorithms to find the tightest, most efficient layout of pattern pieces on a digital fabric canvas

   YOU DO

   Verify grain lines, fabric direction, and material quirks before marking real fabric

4. TASK 04

   Compute dimensions of patterns according to sizes, considering stretching of material.

   AI DOES

   Calculates scaled dimensions, applies stretch formulas, and flags size grading adjustments automatically

   YOU DO

   Test real fabric behavior and apply hands-on judgment about how stretch affects fit on a body

5. TASK 05

   Create a master pattern for each size within a range of garment sizes, using charts, drafting instruments, computers, or grading devices.

   AI DOES

   Suggests grade increments, automates size scaling across a range, and flags inconsistencies in seam allowances

   YOU DO

   Judge how a pattern will drape and move on real bodies across different sizes

6. TASK 06

   Create design specifications to provide instructions on garment sewing and assembly.

   AI DOES

   Generates spec sheet templates, drafts stitch and seam instructions, and formats technical details

   YOU DO

   Apply hands-on fit experience and garment construction knowledge to catch errors a screen can't feel

7. TASK 07

   Examine sketches, sample articles, and design specifications to determine quantities, shapes, and sizes of pattern parts, and to determine the amount of material or fabric required to make a product.

   AI DOES

   Reads design specs, suggests rough yardage estimates, and flags missing measurements

   YOU DO

   Trust your trained eye for how fabric actually behaves and fits the body

8. TASK 08

   Mark samples and finished patterns with information, such as garment size, section, style, identification, and sewing instructions.

   AI DOES

   Suggests standard notations, generates sewing instruction text, and auto-fills size and style labels in digital patternmaking software

   YOU DO

   Physically mark each pattern piece accurately and verify placement on real materials

9. TASK 09

   Draw outlines of pattern parts by adapting or copying existing patterns, or by drafting new patterns.

   AI DOES

   Suggests pattern shapes, scales pieces, and flags geometric errors in digital drafting software

   YOU DO

   Judge how fabric drapes and how a real body moves inside the garment

10. TASK 10

    Discuss design specifications with designers, and convert their original models of garments into patterns of separate parts that can be laid out on a length of fabric.

    AI DOES

    Suggests pattern measurements, flags fit issues, and speeds up digital drafting steps

    YOU DO

    Bring your craft knowledge and spatial thinking to interpret the designer's intent and make pieces that actually fit real bodies

11. TASK 11

    Position and cut out master or sample patterns, using scissors and knives, or print out copies of patterns, using computers.

    AI DOES

    Helps generate and print digital pattern files using CAD tools

    YOU DO

    Handle the physical cutting, positioning, and material feel that only trained hands can do

12. TASK 12

    Make adjustments to patterns after fittings.

    AI DOES

    Suggests measurement corrections and alteration techniques based on fitting notes

    YOU DO

    Feel how fabric moves and make precise physical marks on the actual pattern

13. TASK 13

    Create a paper pattern from which to mass-produce a design concept.

    AI DOES

    Generates starting block pattern measurements, suggests grading steps, and flags proportion issues in digital drafts

    YOU DO

    Trust your hands and eyes to fit, drape, and adjust the pattern until the garment moves and looks right on a real body