Naiz Measurement Audit validates each garment’s measurement data and detects these inconsistencies before they escalate. It compares actual measurements against the brand’s defined grading rules and tolerance standards, and identifies where the deviation is and what type it is.
The system analyzes the measurement data for each SKU and checks it across three dimensions: whether grading is correct across the entire size curve, whether measurements are within the established tolerance margins, and whether there are relevant differences between pre-production specifications and post-production results.
It analyzes whether the measurements for each size correctly follow the grading rules defined for that product category. It detects irregular jumps between sizes, proportions that are not maintained across the curve, and deviations that are amplified at the extremes of the range.
It compares each garment’s actual measurements against the tolerance margins set by the brand. It identifies which measurements are out of range, in which sizes this occurs, and by how much they deviate. It makes it possible to prioritize which inconsistencies are critical to fit and which are acceptable.
It compares the measurements specified before production with the actual measurements of the finished product. Differences between the two are one of the most common issues in the production chain and one of the hardest to detect without a structured system.
Naiz Measurement Audit identifies these deviations at a stage when it is still possible to correct them without high cost.
Naiz Measurement Audit ensures that this database is correct and validated.
Having validated measurement data changes the conversation with the manufacturer; it is data verified against the agreed specifications.
It’s possible to identify which manufacturers have more tolerance issues, which product categories show more grading errors, and at which measurement points deviations are concentrated.
A garment measurement data validation tool that analyzes whether grading is correct, whether measurements are within the defined tolerance margins, and whether there are significant differences between pre-production specifications and the finished product.
It detects three categories: grading curve errors (irregular jumps between sizes, proportions that are not maintained); measurements outside tolerance margins; and differences between the technical specifications agreed before production and the actual measurements of the finished product.
In the development phase, as a validation tool before finalizing technical specifications; and in the post-production quality control phase, to verify that the finished product meets the agreed specifications.
Naiz Measurement Audit operates at the data layer that underpins the rest of the platform’s solutions. Validated, reliable measurement data directly improves the accuracy of Naiz Size Advisor, the quality of Naiz Sizing Consistency analysis, and the usefulness of any other tool that depends on the collection’s measurement data.
The collection’s technical measurement specifications and the grading and tolerance standards defined by the brand. Based on that information, Naiz Fit configures the system to validate measurement data against those parameters.