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AI agent for fashion designers

Sample Fit Comment Agent

Clear fit comments that get the next sample right

Quality controlCreativesProduct development
See how it worksGet access
Sample Fit Comment Agent: what goes in, what the agent does and what you get

What it does

After a fit session, designers spend hours turning notes and tape readings into factory comments. This agent takes the sample measurements, fit photos and the designer's notes. It compares every measurement with the spec and its tolerance, and marks each one that is out. It turns loose notes into exact corrections, like 'reduce back neck by 1 cm', and links each one to a photo. It then checks the comments from the previous sample to see whether those corrections were made. Anything still wrong is marked as a repeat and moved to the top. Before drafting the sheet, it checks that every out-of-tolerance point has either a correction or a spec change. The designer approves the sheet before it goes to the factory. Edge case: a point outside tolerance that the designer liked on the fit model is logged as a spec change, not a correction.

How it works

Follow the arrows from top to bottom. The orange dashed arrow is the loop: when a check fails, the agent goes back and tries again.

Start and resultWhat it doesA check on its own workWaits for your OKGoes back and retries
Yes, continueYes, continueApprovedNoNo 1 STARTS WHEN Fit session done 2 USES A TOOL Load sample measurements, photos and notes 3 USES A TOOL Compare each measurement with spec and tolerance 4 DOES Turn notes into specific corrections linked tophotos 5 CHECKS THE RESULT Were last sample's corrections applied? If not: mark repeats as priority corrections. Back tostep 4. 6 CHECKS THE RESULT Does every out-of-tolerance point have a correctionor spec change? If not: ask the designer which it is and add it. Back tostep 4. 7 USES A TOOL Draft the fit comment sheet 8 YOU APPROVE Designer approves sending to the factory 9 RESULT Comments sent and logged
Read the steps as a list
  1. Fit session done
  2. Load sample measurements, photos and notes
  3. Compare each measurement with spec and tolerance
  4. Turn notes into specific corrections linked to photos
  5. Were last sample's corrections applied?If not: mark repeats as priority corrections. Back to step 4.
  6. Does every out-of-tolerance point have a correction or spec change?If not: ask the designer which it is and add it. Back to step 4.
  7. Draft the fit comment sheet
  8. Designer approves sending to the factoryThe agent waits here for your OK.
  9. Comments sent and logged

How it decides

It compares against spec and tolerance, and checks earlier corrections were applied.

  • Out-of-tolerance items need a correction
  • Approved deviations become spec changes
  • Repeats are top priority

Make it yours

Every agent is a starting point. You choose these settings for your own situation.

  • Tolerances
  • Comment sheet format
  • Photo requirements
  • Priority rules

What keeps you in control

It always asks you first

  • Sending comments
  • Spec changes

Hard limits

  • Never sends without approval
  • Never edits the spec without approval

It stops when

  • Done: sample approved
  • Stop: style dropped

Set it up

We guide you through the set-up, step by step

Members get the full set-up guide for this agent. No technical skills needed: you copy, paste and upload.

10 minto set it up in your AI
5 AIsChatGPT, Claude, Copilot, Gemini, Grok
  • One set of instructions to paste into your AI, with the clicks for ChatGPT, Claude, Microsoft 365 Copilot, Gemini and Grok
  • The agent then walks you through connecting your own data, one source at a time
  • A downloadable copy with the flow chart, the rules and the full guide
Get access to this agent

An example run

What happensOn the second sample of a wrap dress, 6 of 32 points were out of tolerance. The repeat check failed for sleeve length: it was flagged in sample one and was still 1.5 cm long, so the agent marked it as a priority repeat. The coverage check then found the hip point had no comment. The designer said it fit better, so it became a spec change. She approved the sheet on May 14.

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