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DocGraph

DocGraph Ingest

Intelligent ingestion: OCR + layout + field extraction + embeddings + metadata enrichment in one pipeline.

  • OCR + layout parsing for heterogeneous document formats
  • Field extraction with confidence scoring and validation
  • Vector embeddings generation for semantic search
  • Metadata enrichment and lineage tracking
  • Quality metrics and continuous learning loops
  • Unified pipeline powering RAG, analytics and compliance

PaySlip Extractor

High-precision payroll slip parsing: amounts, taxes, benefits & anomalies to structured JSON.

  • Template-agnostic payroll extraction with currency normalization
  • Variance & anomaly flags
  • Retro adjustment detection and audit logs—feeding payroll reconciliation, compliance checks and analytics dashboards

Handwriting Digitizer

Hybrid vision-language pipeline normalizing cursive & mixed forms into validated fields.

  • Ensembles transformer OCR + layout parser + language models to turn messy handwritten forms into validated structured records
  • Includes confidence scoring, human review queues and continuous learning loops

Contract Clause Miner

Clause & obligation extraction with risk flags, change deltas & semantic version diff.

  • Parses contracts to extract clauses, obligations, renewal triggers and risky language
  • Computes semantic diffs between versions
  • Highlights deviations from playbooks
  • Feeds compliance & deal desks with structured insights
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