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Financial Crime
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Smarter Document Review for Financial Crime Teams

Embed tried and tested AI into your document heavy Financial Crime workflows to unlock efficiencies whilst increasing compliance

TextMine financial crime workflow illustration showing evidence gathered from business documents

TextMine can augment teams in:

First Line of Defence

AML

Trade Finance

Credit

And more

TextMine financial crime workflow illustration showing evidence gathered from business documents
TextMine financial crime illustration showing reviewed document data prepared for audit and investigation

TextMine’s AI capabilities are versatile and can easily adapt to new documents with in-app user feedback

TextMine’s AI is developed in house which means that your sensitive data never leaves TextMine and we can provide model explainability and evaluation metrics to your Model Risk team

Personas and use cases

Turn investigation documents into reviewable evidence

Financial crime teams work across onboarding packs, corporate registries, ownership charts, transaction narratives, invoices, bills of lading, and internal case notes. TextMine helps each role move from document collection to verified case context while keeping review decisions visible.

AML and KYC analysts

Extract names, addresses, directors, beneficial owners, jurisdictions, identifiers, and dates from client files so analysts can focus on exceptions and missing evidence.

Investigations leads

Compare evidence across entities, documents, and time periods, then build a defensible picture of what was reviewed, who reviewed it, and where each fact came from.

Controls and QA teams

Standardize sampling checks, reviewer prompts, and escalation criteria so second-line teams can inspect review quality without rebuilding the process each time.

KYC refresh and remediationIdentify stale, missing, or inconsistent client data across onboarding files, company documents, and previous review notes.
Beneficial ownership reviewResolve people, entities, percentages, and control relationships into a structured review pack with supporting evidence.
Trade finance document checksCompare invoices, transport documents, counterparties, dates, goods, and sanctions-relevant context across transaction files.
Case evidence preparationTurn scattered documents into a source-linked bundle of facts, open questions, reviewer decisions, and export-ready records.
TextMine extracts explainable, audit ready document data for the world's largest organisations
An illustrative icon of TextMine use cases in financial services
Get in touch to find out more
An illustrative icon of TextMine use cases in financial services