Financial Document Annotation Services

Custom annotation and labeling for bank statements, SEC filings, loan documents, KYC packs, and financial forms. 99%+ field-level accuracy, audit-ready provenance, and compliance with PDPL, GLBA, GDPR and AUSTRAC.

Financial AI Lives or Dies on Document Quality

Banking, lending and fintech AI models depend entirely on the structured data you feed them. A loan-decisioning model trained on poorly-extracted income statements approves the wrong borrowers. A fraud detection model trained on inconsistently-labeled transactions misses signals. A document understanding model trained on generic OCR data hallucinates account numbers.

AI Taggers builds production-grade financial document annotation for the bank statements, SEC filings, loan documents, KYC packs and forms that drive real fintech AI. Every record is dual-annotated by financial domain specialists, adjudicated, and reported with per-field accuracy metrics.

Building Saudi banking AI? See our Saudi Arabia capabilities for PDPL specifics. Need general document understanding? See document annotation.

Financial Documents We Annotate

From standard forms to complex multi-document loan packages.

Bank Statements

Transaction line extraction, beneficiary tagging, category labeling. Personal, business and corporate statements across major banks.

SEC Filings

10-K, 10-Q, S-1, 8-K and proxy statements. MD&A section extraction, risk factor tagging, financial table parsing for fintech and research AI.

Loan Documents

Mortgages, auto loans, business loans. Party identification, term extraction, collateral details, signature blocks, and disclosure section labeling.

KYC & AML Packs

Identity document validation, source-of-funds verification, PEP-list cross-referencing. Compliant with PDPL, GLBA and AU AUSTRAC requirements.

Financial Forms

W-2, W-9, K-1, 1099, T4, payslip and tax form field extraction. Schema-aligned output for downstream tax and payroll AI.

Fraud Signal Labeling

Transaction anomaly tagging, suspicious-pattern flagging, fraud category labels. Built for ML teams training real-time fraud detection.

Built for Your Financial Vertical

Region-aware compliance, vocabulary specialisation, and verticalised quality bars.

Saudi Banking & GCC Fintech

Arabic-English bilingual annotation for Saudi banks, payment platforms, and Open Banking initiatives. PDPL-aligned, Khaleeji-native financial vocabulary.

Australian Fintech

AUSTRAC-compliant annotation for Australian banks, neobanks, lending platforms and BNPL operators. Privacy Act and APRA-aware workflows.

US/EU Banking AI

GLBA-aligned (US) and GDPR-aligned (EU) workflows for North American and European banking AI projects.

Insurance Document AI

Claims documents, policy contracts, underwriting forms. Structured extraction for insurance NLP and automated processing.

Compliance-First Annotation

Six controls that make financial enterprise procurement straightforward.

Field-level accuracy reported per delivery (target 99%+)
Dual annotation + adjudication on every record
Customer-controlled VPC deployment supported
NDAs and DPAs signed pre-pilot
Audit-ready provenance logs
PDPL, GDPR, GLBA, AUSTRAC, PCI-DSS aware workflows

Financial Document Annotation FAQ

What financial documents do you annotate?
Bank statements, SEC filings (10-K, 10-Q, S-1, 8-K), loan documents (mortgages, auto loans, business loans), KYC packs, AML reports, financial forms (W-2, W-9, K-1, 1099), invoices, payment vouchers, audit reports, and proxy statements. We also annotate Arabic financial documents for Saudi banking AI.
What annotation tasks do you support?
Field extraction (totals, dates, parties, addresses, line items), entity recognition (account numbers, transaction descriptions, beneficiaries), table extraction with cell-level labels, signature and stamp detection, fraud-signal labeling, document classification, and structured extraction to JSON/CSV/Parquet schemas.
Are you compliant with financial data regulations?
Yes. PDPL (Saudi), Privacy Act (Australia), GDPR (EU), GLBA (US financial), and PCI-DSS where payment card data is involved. NDAs and DPAs signed pre-pilot. VPC deployment supported. Audit-ready provenance logs on every delivery.
Can you handle Arabic financial documents?
Yes — Arabic financial document understanding is a specialisation. Saudi banking, GCC fintech, Arabic insurance contracts and Khaleeji business documents. Native-speaker annotators with financial vocabulary training.
What's your accuracy on field extraction?
99%+ on standard fields (totals, dates, parties). 96-98% on complex fields requiring contextual judgment. We report per-field accuracy and inter-annotator agreement on every delivery.
Free Sample · 24-48 hours

Test our financial annotation

Send us 25-50 financial documents — we'll annotate them free in 24-48 hours under NDA. Verify field accuracy before any commitment.

No commitment. NDA available on request. We respond within 24 hours, often the same day for Gulf-region inquiries.