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Document & Data Intelligence

Extract structured data from contracts, invoices, medical records, and legal docs. Scanned PDFs, handwritten forms, any language. The messy stuff that generic tools choke on.

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invoiceEXTRACTED DATAvendorinvoice_numberdateline_items[]total$12,480.00currencyUSDclassificationINVOICEconfidence97.3%

Comprehension, not character recognition

OCR gives you characters. We build systems that understand what a document says and what to do about it. A purchase order is not a string of text. It is a vendor, line items, a total, and a deadline. Our extraction returns structured data your systems act on immediately.

Real documents are messy. Scanned PDFs with coffee stains. Handwritten forms photographed at an angle. Invoices that mix English headers with Japanese line items. Contracts where the same information appears in different places depending on which firm drafted them. We handle all of it because production means handling the exceptions, not just the clean samples.

What we build

From raw documents to structured data

01

Intelligent Document Extraction

Pull key fields from contracts, invoices, receipts, and forms. Understands document structure, not just text position. Tables, nested sections, and multi-page documents handled.

Field extractionTable parsingMulti-pageStructure understanding
02

Document Classification and Routing

Categorize incoming documents by type, urgency, and department. Route to the right workflow. Flag anything that needs a person to look at it.

Auto-classificationUrgency scoringWorkflow routingHuman review flags
03

Handwriting and Scan Processing

Scanned documents, photos, and handwritten forms. Vision models that deal with poor scan quality, skewed images, and mixed printed and handwritten content.

Vision modelsHandwriting recognitionScan correctionMixed content
04

Multi-Language Document Processing

Process documents in any language with a single pipeline. No per-language configuration. English invoices and Japanese contracts handled by the same model.

Multi-languageCross-language extractionUnicode supportLanguage detection
05

Compliance and Validation

Validate extracted data against your business rules. Amounts match, dates are consistent, required fields present, signatures in place. Discrepancies flagged for review.

Business rulesAmount validationCompleteness checksDiscrepancy flagging
06

Data Pipeline Integration

Extracted data flows into your ERP, CRM, accounting system, or database. API output with webhooks. Batch and real-time modes.

ERP integrationAPI outputWebhooksBatch processing
How it works

From sample to production

01

Sample

Collect representative documents across types, formats, languages, and quality levels. Define what fields to extract and how accurate it needs to be.

02

Build

Configure extraction, classification, and validation. Test against the sample set. Handle the edge cases generic tools miss.

03

Verify

Run on production documents alongside manual processing. Compare accuracy field by field. Tune until it meets targets.

04

Deploy

Production deployment with monitoring and exception handling. Low-confidence extractions go to human review.

Deliverables

What you get

Production extraction pipeline

Document processing running in production with extraction, classification, and validation for your document types.

Integration with business systems

Extracted data flowing into your systems via API or webhook. Mapping and transformation documented.

Accuracy benchmarks per document type

Extraction accuracy measured per field, per document type. Baseline against manual processing.

Exception handling and review workflow

Low-confidence extractions routed to human review with the source document attached.

Processing dashboard and reporting

Volume, accuracy, processing time, exception rates, and cost per document. Real-time with trends.

Explore

Other services

02
Engineering→Senior teams that own the full stack. Mobile, web, APIs, and cloud infrastructure built to ship.
03
Product Design→Research-driven interfaces from discovery to handoff. UX, visual design, and scalable design systems.
04
Growth & Scale→Post-launch analytics, optimization, infrastructure scaling, and ongoing support from the team that built it.
05
Maintenance & Ops→Uptime monitoring, incident response, dependency updates, and performance tuning. We handle the ops so you stay focused on building.
Let's talk about your project
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