Document intelligence · OCR · Extraction

Documents that understand themselves

We build intelligent document processing systems that read, classify, and extract structured data from any document type — invoices, contracts, medical records, and claims — eliminating manual data entry with confidence-scored accuracy.

95–99%Field accuracy
1,200+Docs/month
HIPAAReady
2–4 wkPilot ship
What we build

AI that reads like your best analyst

Your team spends hours copying data from documents into systems. Document AI eliminates that bottleneck by combining advanced OCR, layout analysis, and domain-specific extraction — with confidence scores that tell you exactly when human review is needed.

01

Layout-aware OCR

Preserves structure — tables, multi-column layouts, headers, and mixed content.

02

Semantic extraction

Named fields by context, not templates — works across varying layouts.

03

Search & compare

Natural language search and automated contract diff analysis.

04

Compliance built-in

PII detection, redaction, audit trails, and HIPAA/SOC2/GDPR controls.

Capabilities

What we deliver

End-to-end delivery — from discovery through production and ongoing optimization.

OCR

Intelligent OCR

Beyond character recognition — layout-aware extraction that preserves document structure.

  • Google Document AI
  • Azure Form Recognizer
  • GPT-4 Vision
Extract

Data Extraction

Key-value pairs, line items, dates, amounts, and domain-specific entities without templates.

  • Confidence scoring
  • Human review queues
  • Correction learning
Route

Document Classification

Auto-categorize by type, urgency, and department — route to the right workflow instantly.

  • Multi-class models
  • Priority scoring
  • Workflow triggers
Search

Semantic Search

Ask questions across repositories — "find contracts expiring in Q3" with source citations.

  • Vector indexing
  • Hybrid retrieval
  • Citation binding
Compare

Document Comparison

Side-by-side diff for contracts and policies — highlight changes and flag missing clauses.

  • Clause-level diff
  • Risk scoring
  • Version tracking
Secure

Compliance & Redaction

Automatic PII detection, HIPAA/GDPR redaction, and audit trail generation.

  • On-prem option
  • Role-based access
  • Encryption at rest
Document coverage

Any format. Any layout.

From clean digital PDFs to scanned forms and handwritten submissions — our models adapt without brittle templates.

INV

Invoices & receipts

Line items, tax, vendor matching, and PO reconciliation.

CTR

Contracts & legal

Clause extraction, obligation tracking, and expiry alerts.

MED

Medical records

FHIR mapping, HIPAA-compliant extraction, and EHR integration.

CLM

Insurance claims

Damage assessment forms, adjuster routing, and fraud signals.

FIN

Financial statements

Table parsing, ratio extraction, and regulatory filings.

APP

Applications & forms

Handwritten fields, checkboxes, and signature verification.

How we work

Discovery to production

A proven delivery rhythm — scoped for accuracy, structured for scale.

01

Sample & assess

Evaluate extraction accuracy on your document samples — define fields and confidence thresholds.

02

Pipeline build

Ingestion, OCR, extraction, validation, and export to your ERP, CRM, or warehouse.

03

Pilot & tune

Human-in-the-loop review for low-confidence fields — model improves from corrections.

04

Scale & monitor

Production monitoring, drift detection, and continuous accuracy improvement.

Technology

The stack

Production-proven tools and deliverables chosen for your constraints.

Layer 01

OCR / Vision

Google Document AIAzure Form RecognizerLayoutLMv3GPT-4 VisionTesseract
Layer 02

NLP / Extract

SpaCyHugging FaceCustom NERFew-shot learnersRegex patterns
Layer 03

Search

ElasticsearchPineconeWeaviatepgvectorCustom embeddings
Layer 04

Pipeline

Apache AirflowCeleryRedisPostgreSQLS3 / GCS
95–99%Field accuracy
85–95%Handwriting OCR
2–4 wkPilot timeline
200+Projects shipped
01What document types can your AI process?

PDFs, scanned images, Word, spreadsheets, emails, handwritten forms, and photos. We process invoices, contracts, medical records, insurance claims, financial statements, legal filings, and any structured or semi-structured document.

02How accurate is AI extraction?

95–99% field-level accuracy depending on document quality. Critical fields get confidence scoring with human review for low-confidence extractions. Accuracy improves as the system learns from corrections.

03Can you process handwritten documents?

Yes — advanced OCR including Google Document AI and custom handwriting models. Typically 85–95% character-level accuracy on reasonably legible handwriting, improvable with domain-specific training.

04How do you handle sensitive documents?

End-to-end encryption, role-based access, automatic PII detection and redaction, audit logging, and HIPAA/SOC2/GDPR compliance. On-premises or private cloud processing available.

Next step

Ready to automate document processing?

Send us sample documents — we'll show extraction accuracy and projected ROI within a week.