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Financial AI Data Annotation

AI training data for financial services, compliance & fraud detection

AML transaction labeling, fraud detection datasets, and regulatory compliance annotation — supervised by a computational finance professional with five years of regulated fintech operations experience. Native English and French.

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Why financial AI is different

Generic annotators label words. Domain experts label meaning.

Financial data is not like product reviews or social media posts. A transaction flagged as "high-risk" carries regulatory weight. A mislabeled AML indicator can train a model to miss the exact pattern it was built to catch. Most annotation vendors hire generalist labelers who follow instructions without understanding why those instructions exist.

Anchorver is different. Every financial dataset is supervised by a founder with a background in computational finance and five years of hands-on regulated fintech operations — including AML compliance, KYC, and cross-border transaction monitoring. We do not just label financial data. We understand it.

What we annotate

Built for regulated financial AI

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AML Transaction Labeling
Suspicious activity classification, transaction risk scoring, and entity labeling for anti-money laundering detection models.
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Fraud Detection Datasets
Labeled examples of fraudulent vs. legitimate transactions, account behavior patterns, and anomaly classification.
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Regulatory Compliance Annotation
Document classification, policy violation tagging, and compliance-relevant entity extraction across English and French regulatory frameworks.
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Financial NLP & Sentiment
Earnings call analysis, analyst report sentiment, and financial news classification for trading and risk models.
Who we work with

Built for regulated teams

5 yrs
Regulated fintech operations experience
EN/FR
Native bilingual annotation
500
Free pilot samples, no cost

Get a free pilot on your financial dataset

500 samples, annotated and quality-reviewed at no cost. See the difference domain expertise makes before you commit to anything.

Request a Free 500-Sample Pilot →