Scalable, Precise, Human-Led Annotation for AI

High-quality structured datasets from unstructured sources in fashion and knowledge-heavy domains.

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Unlike typical annotation vendors that rely on large pools of minimally trained crowd-workers, TRUSS assembles curated teams of verified domain experts for each project.

This delivers industry-leading annotation accuracy and contextual depth even in the most complex knowledge-intensive domains. This expert-driven methodology consistently delivers structured, high-quality datasets calibrated for specialized AI applications.

2.4M
SKUs ANNOTATED
Nuanced, expert-validated attributes for leading AI and retail platforms.
99.3% 
DATA ACCURACY
Annotated by verified domain experts, maintaining industry-leading accuracy.
Trusted by pioneering Teams
Knowledge Intense, High Accuracy

Data Annotation & Sourcing

We transform complex topics & knowledge intense domains into structured intelligence that machines can understand and act on.

99%
ACCURACY
"Grey-Space" Attributes

For leading retailer, GOAT, we transformed chaotic product descriptions into precise style intelligence. Applying hundreds of thousands of products with nuanced attributes like 'Grunge,' 'Gothic,' and 'Punk.'

The result:
search that understands style the way customers do.

Training Language Models That Understand Fashion

The same structured intelligence that powers our market analysis now trains LLMs to understand fashion's complexity.

We don't just tag data, we create training sets that teach models the difference between vintage appeal and declining desirability, between grunge and gothic between chaos and truth.

99.9%
ACCURACY
High-Fidelity Image Region Tagging

Authentication leader, Entrupy, needed high-quality, expert-labeled image data to train its next generation of authentication algorithms.

TRUSS systematically catalogued hundreds of thousands of image regions from authenticated luxury items, applying strict quality and consistency standards to every region.

Each image became a high-fidelity data point in a machine learning system designed to scale expert-level judgment.

Best-in-class quality, reflecting expert labeling and rigorous validation. Let us prove it.

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“TRUSS provided us with invaluable insights and deep fashion expertise, significantly enhancing our knowledge base and understanding of luxury goods."

Ashlesh Sharma
Chief Technical Officer, Entrupy

“Optimizing pricing and inventory gave us a competitive edge.”

Jordan Lee
CEO, Fashion Innovators

“Data-driven insights have been crucial for our market strategies.”

Alex Taylor
COO, Trendsetters Inc.