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AI · Sub-service
Document AI & Intelligent Extraction
Parse invoices, contracts, forms, and packs into structured records with human review loops.
Summary
Parse invoices, contracts, forms, and packs into structured records with human review loops.
Problem
What teams are stuck with
Manual data entry from PDFs and scans burns headcount and introduces silent errors.
Template OCR fails when layouts drift; pure LLM extraction lacks schema discipline.
Offerings
What we deliver
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01
Invoice and receipt extraction
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02
Contract clause and field capture
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03
Form and KYC pack processing
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04
Review consoles and exception queues
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05
Downstream ERP/CRM write-back
Approach
How we work it
Combine layout models, OCR, and LLM extraction against strict schemas.
Confidence scoring routes low-trust fields to human review.
Feed corrections back into prompts and few-shot banks.
Outcomes
What good looks like
- Hours reclaimed from data entry
- Structured records ready for automation
- Audit-ready extraction trails
Related
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