Finance
OCR and NLP systems that extract, classify, and validate data from invoices, bank statements, contracts, and KYC documents — eliminating manual data entry.
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Industry overview
Document intelligence systems that extract structured data from financial documents — invoices, statements, contracts, and KYC forms — using OCR and natural language models at scale.
At a glance
Financial operations run on documents. Loan applications, trade confirmations, KYC packs, and supplier invoices arrive in dozens of formats — and manual keying is slow, expensive, and error-prone. ArrayMatic builds document processing pipelines that extract structured data from any format with high confidence.
We combine document classification models with layout-aware extraction and entity recognition to pull fields, tables, and clauses from PDFs, scans, and images. Confidence scoring routes low-certainty extractions to human review. Every extracted record is stored with audit provenance so compliance teams have a complete chain of custody.
Key capabilities
Engagements are scoped to your business context — these are the core capabilities we bring to finance clients.
Multi-format document ingestion (PDF, scan, email attachment)
Layout-aware table and entity extraction
Confidence scoring with exception routing to human review
Contract clause extraction and obligation identification
Bank statement reconciliation and cash flow structuring
Audit trail and compliance-ready document storage
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