Turn fit comments into the next revision.

Every fit comment checked against tolerance and tied to one revision, with a proposed fix your patternmaker approves.

Start with a development review How it works

Sample S02 · size M · revision DWeek 3

Point of measure	Target (cm)	Measured	Result
Half chest	54.0 ±0.5	55.2	0.7 over limit
Body length	72.0 ±0.7	72.3	Within
Sleeve length	65.0 ±0.7	64.8	Within
Shoulder width	46.0 ±0.5	46.2	Within

Half chest is 1.2 cm over target and 0.7 cm beyond the limit

The measurement check on every sample. Anything beyond tolerance is flagged against its revision.

Sound familiar?

Round three, and the same comment keeps coming back.
Fit notes arrive as photos, emails and a call you weren’t on.
Nobody can say whether a sample is out of tolerance or just not what someone pictured.

Each extra fit round costs a sample, freight and the calendar time to wait for the next one.

What changes.

TodayWith the engine

Comments: Photos, emails and meeting notesOne list, tied to the revision and size
Checking: Eyeballed against the last sampleMeasured against target and tolerance
The fix: Described in a callA proposed revision with the points it changes
Repeats: The same comment, round after roundPast fixes found before the next pattern change

How it works. 5 steps, 4 stages.

AI2
Rules and automation2
Your team1
Approval

1Collect
1. AI
  Read the fit comments
  Photos, notes and measurement sheets grouped by garment point and size.
2Measure
1. Rules and automation
  Check against tolerance
  Each point compared with its target and limit for that revision.
  - Techpacker
  - FlexPLM
3Propose
1. AI
  Propose the next revision
  Likely causes ranked, with similar fixes from earlier styles.
4Approve
1. Your teamApproval
  Approve or change the revision
  The patternmaker decides. Nothing is approved automatically.
2. Rules and automation
  Number it and tell the factory
  The approved revision gets an id and goes to the factory in place of the old one.

Accepted fixes join the block library

What you get. Real work, every week.

Revision E · proposedFor the patternmaker

Take 1.2 cm out of the half chest.

Why: S02 half chest 55.2 against 54.0 ±0.5
Likely causes: Pattern, seam allowance, wash state, measuring method
Similar fix: A chest adjustment on an earlier field-jacket block
Status: Proposed. Waiting for the patternmaker

The proposed fix, with the likely causes. The patternmaker approves, edits or declines it.

How you’ll know it’s working.

Sample rounds to acceptance
Counted per style, against the same acceptance criteria every time.
Days from fit comment to approved revision
How long a comment waits between the fit session and a decision.
Fit comments that come back
A repeat comment means the last fix didn’t hold.

Baselines agreed before we build.

Works with what you have.

PLM & specs

Techpacker
FlexPLM
Centric PLM

3D sampling

CLO
Browzwear

We configure first: Your tech-pack tool or PLM already holds the measurements. If you use CLO or Browzwear, we read from them and your pattern files stay where they are.
We build when: Fit comments and measurements sit in different places, and the same fix gets rediscovered.

What a first build includes.

Built in your accounts, around your team. Scope, fee and baseline agreed before we start.

1Design
2Build
3Run it, or hand it over

Start with a review Scope this build

We build

A fit-comment log tied to revision, size and point of measure
Tolerance checks on every measured sample
Proposed revisions for your patternmaker to approve
A history of fixes by block and fabric

We start from

Tech packs with tolerances and grade rules
Past fit notes and measurement sheets
Patternmaker and factory contacts

From your team

Owner: Technical designer or development lead
Involves: Technical design
Patternmaking
Factory partner
Quality

Questions teams ask.

Does it change our patterns?

No. It proposes a revision and the points it would change. The patternmaker approves or edits it, and the pattern files stay in your own system.

Do we need 3D simulation for this?

No. It works from measured samples. If you already use a 3D tool, it can feed the same checks.

Who owns it once it’s running?

You do. It’s built in your accounts, documented, with training for the people who run it. Ownership usually sits with your technical designer or development lead. We can keep running it with you, or step back.

How do we start?

Usually with a development review: two to four weeks, a fixed fee credited to the build, and a plan that’s yours. If the job is already clear, we can scope the build directly.