MindfulFit® AI instantly drafts the measurement architecture and asymmetric tolerances.
AI draft must be confirmed before the spec becomes governed.
Concept Studio
MindfulFit® AI instantly drafts the measurement architecture and asymmetric tolerances.
Relaxed Linen Trouser
AI-generated · asymmetric tolerances detected
Vendor Portal
Send a secure link. Factories submit measurements and photos directly from the cutting table—no accounts required.
MindfulFit®
Vendor Check · Pre-Shipment
Enter actual measurements
Kinetic Evaluation
MindfulFit® AI instantly cross-references the factory's submission, summarizing critical L3 deviations before you even open the file.
Governance Signals
AI Analysis
Hem Opening deviation of +2.1 cm exceeds the critical threshold on the vendor submission. Spec: 20 cm, actual: 22.1 cm (+10.5%). Cohort impact spans size L across 3 of 4 submitted garments. Pattern block correction required before resubmission.
Next Action
Halt shipment. Convene pattern correction review on hem block. Retest required before import into governed evaluation.
MindfulFit® AI · assistive only · governance decision remains with your team
Deviation Control
Critical failures trigger an automatic production lock. MindfulFit® isolates the failing size and blocks bulk manufacturing.
Measurement
Hem Opening
Spec
20.0 cm
Actual
22.1 cm
Deviation
+2.1 cm
Dev %
+10.5%
Severity
L3 Critical
ESC-014
Hem Opening — Critical Threshold Breach
Production Authority
Every condition and approval is permanently bound to the specification version. Your institutional memory is locked in.
RD-011
Relaxed Linen Trouser
Spec version
v2.1 — Published
Decision by
Head of Quality
Decided
14 Mar 2026
Cycle time
11 days
Decision Notes
Retest confirmed Hem Opening at 20.2 cm — within revised tolerance. Specification v2.1 permanently bound to this authority record. All size L units approved for bulk.
1
Deviation
1
Escalation
1
Resolution
Authority locked · Immutable record
Specification v2.1 permanently bound · Full chain recorded
Complete chain
From first sketch to production approval. Every record governed, every decision immutable.