Financial Data Annotation Services for Fraud Detection, Risk Models, and Document Intelligence

Financial Data Annotation Services

Financial Data Annotation Services

Financial institutions rely on precise and compliant data annotation to build AI systems for fraud detection, risk scoring, audit automation, document intelligence, and financial forecasting. Because financial datasets include sensitive information and complex document structures, annotation quality and consistency are essential for model performance.DataVLab provides financial data annotation services that support banks, fintech startups, insurance firms, investment platforms, and regulatory technology providers. Our workflows cover structured and unstructured financial data, including transactions, statements, invoices, KYC documents, contracts, customer support logs, and OCR extracted content.We annotate transactional patterns, fraud indicators, risk categories, named entities, financial terms, clause types, table structures, and validation flags. For document intelligence, we support bounding boxes, zone labeling, signature detection, page level classification, entity linking, table extraction, and handwriting interpretation when required.Quality control includes multi layer reviews, anomaly checks, schema validation, and consistency scoring across financial data segments. EU only annotation teams and secure platforms are available for compliance with privacy, confidentiality, and regulatory constraints.Our financial annotation services help AI teams improve fraud detection accuracy, automate financial workflows, accelerate document processing, and support compliant and scalable financial intelligence systems.

High accuracy annotation for transactions, documents, and risk data used in fraud and financial intelligence models.

Support for structured and unstructured financial content, including tables, entities, clauses, and OCR extracted text.

Secure and compliant workflows adapted to sensitive financial data and regulatory requirements.

How DataVLab Supports Financial AI and Document Intelligence

We structure and annotate financial content to help fraud detection, document automation, and risk prediction systems perform reliably.

Fraud Detection and Transaction Labeling

Fraud Detection and Transaction Labeling

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Patterns, anomalies, and risk signals

We annotate transactions for suspicious behavior, merchant categories, risk scores, frequency patterns, and flags indicative of fraud or abnormal activity.

Financial Document Annotation

Financial Document Annotation

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Statements, invoices, and reports

We label fields, values, clauses, tables, and key information across statements, invoices, reports, and other financial documents to support document intelligence models.

KYC and Identity Document Processing

KYC and Identity Document Processing

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Extraction and verification elements

We annotate identity documents, page zones, signatures, personal fields, and verification indicators for automated KYC and onboarding workflows.

Contract and Clause Annotation

Contract and Clause Annotation

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Legal and financial agreements

We categorize clause types, extract financial commitments, identify entities, and structure complex contractual content for legal and compliance automation.

Table and Structured Data Extraction

Table and Structured Data Extraction

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Supporting OCR and document parsing

We annotate table boundaries, cell relationships, numeric values, and multi row structures to improve extraction accuracy in financial documents.

Customer Support and Text Log Labeling

Customer Support and Text Log Labeling

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Classification and entity tagging

We annotate intent, sentiment, entities, topics, and compliance sensitive information across support messages for fintech and banking automation.

Discover How Our Process Works

1

Defining Project

We analyze your project scope, objectives, and dataset to determine the best annotation approach.
2

Sampling & Calibration

We conduct small-scale annotations to refine guidelines, ensuring consistency and accuracy before scaling.
3

Annotation

Our expert annotators apply high-quality labels to your data using the most suitable annotation techniques.
4

Review & Assurance

Each dataset undergoes rigorous quality control to ensure precision and alignment with project specifications.
5

Delivery

We provide the fully annotated dataset in your preferred format, ready for seamless AI model integration.

Explore Industry Applications

We provide solutions to different industries, ensuring high-quality annotations tailored to your specific needs.

Upgrade your AI's performance

We provide high-quality annotation services to improve your AI's performances

Custom service offering

Up to 10x Faster

Accelerate your AI training with high-speed annotation workflows that outperform traditional processes.

AI-Assisted

Seamless integration of manual expertise and automated precision for superior annotation quality.

Advanced QA

Tailor-made quality control protocols to ensure error-free annotations on a per-project basis.

Highly-specialized

Work with industry-trained annotators who bring domain-specific knowledge to every dataset.

Ethical Outsourcing

Fair working conditions and transparent processes to ensure responsible and high-quality data labeling.

Proven Expertise

A track record of success across multiple industries, delivering reliable and effective AI training data.

Scalable Solutions

Tailored workflows designed to scale with your project’s needs, from small datasets to enterprise-level AI models.

Global Team

A worldwide network of skilled annotators and AI specialists dedicated to precision and excellence.

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Up to 10x Faster
Scalable for teams
AI-Assisted
Up to 10x Faster
Scalable for teams
AI-Assisted
Up to 10x Faster
Scalable for teams
AI-Assisted
Up to 10x Faster
Scalable for teams
AI-Assisted

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