legal tech
Multilingual
Document
Annotation for
Regulatory AI
United Kingdom
Overview
Overview
A UK-based RegTech company needed scalable annotation for a dataset of 1.2 million complex legal documents. Label Your Data assembled a 30-person multilingual team to classify, extract, and validate regulatory information in English, Spanish, and French.
Client
A UK-based regulatory technology (RegTech) company provides regulatory infrastructure and Data-as-a-Service (DaaS) solutions. Its technology-driven services use AI to turn complex regulations into machine-readable information, helping organizations meet compliance requirements and regulatory authorities manage and share regulatory content.
Challenges
The project required Label Your Data’s team to interpret specialized legal terminology, document structures, and detailed categorization guidelines across a high-volume dataset. Consistently applying a 50-label taxonomy required legal knowledge, while multilingual content and guidelines updates demanded clear communication and careful human judgment.
Solution
Label Your Data built a dedicated multilingual team of 30 annotators, screening candidates using a custom test of legal knowledge. Regular sync-ups during the initial project stages helped align the team with the RegTech company’s guidelines and evolving requirements.
Using the client’s preferred annotation platform, our team provided:
Legal document annotation in English, Spanish, and French
Document classification using a 50-label taxonomy
Data extraction from complex regulatory documents
Data validation to support consistent annotation quality
Need Accurate Annotation at Scale
for Complex Legal Data?
Results
Label Your Data helped the RegTech company process complex legal documents at scale, transforming large volumes of regulatory content into structured, accessible training data. The project delivered over 1 million annotated and categorized documents, helping the client make regulatory information easier to retrieve and access.
1M+ legal documents annotated and categorized
50-label classification of complex regulatory content
Streamlined information retrieval and improved data accessibility
Scalable multilingual annotation across English, Spanish, and French
Why AI Teams Choose Label Your Data
Data Annotation for Complex Environments
Rely on consistent, high-quality output for complex datasets, detailed taxonomies, and edge cases.
Structured Quality from Pilot to Production
Get quality engineered into every step through onboarding, evolving guidelines, QA, and continuous feedback.
Flexible and Scalable Operations
Adjust team capacity, project size, and delivery model as you scale, with no setup fees or long-term lock-ins.
An Integrated Delivery Partner
Align on goals, workflows, and expectations with a team that integrates into your process from day one.
Projects Led by Annotation Experts
Work with former annotators who understand annotation complexity, quality standards, and high-volume delivery.
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After running pilots with several annotation providers, Label Your Data delivered the strongest results by a clear margin, standing out on turnaround time, annotation quality, and the responsiveness of their feedback loops.
Maxime Debarbat
Senior ML Engineer (GenAI)
Trusted by ML Professionals
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