Define the schema. Extract with confidence.
Schema-based structured data extraction that pulls exactly the fields you need from any document. Every extracted value comes with a confidence score and source citation for full traceability.
How It Works
Define Schema
Specify the fields, types, and validation rules you need extracted from your documents.
Point at Documents
Upload documents in batch or enable real-time extraction via API.
Get Structured Data
Receive JSON with confidence scores and source citations for every field.
Key Features
Enterprise-grade extraction with full transparency and control.
Field-Level Confidence
Every extracted value includes a 0–100 confidence score for validation and error handling.
Source Citations
Trace every extraction back to the exact location in the source document.
Multi-Field Extraction
Extract dozens of fields simultaneously from complex, variable-layout documents.
Layout & Context Aware
Understands document structure and semantic meaning, not just text proximity.
Iterative Schema Development
Refine schemas with feedback loops and sample validation before production.
Batch & Real-Time
Process thousands of documents in batch or extract on-demand via API.
Built for Industry
Extraction tailored to the documents that matter most.
Invoice Extraction
Line items, totals, vendor info, payment terms, and tax details.
Contract Analysis
Key terms, dates, obligations, counterparties, and renewal clauses.
Insurance Claims
Policy data, damages assessment, medical info, and claim amounts.
Research Papers
Findings, methodology, citations, abstract, and author affiliations.
Why Structured Extraction Wins
| Feature | Assistents Extraction | Manual Data Entry | Template OCR |
|---|---|---|---|
| Field Extraction | 99.5% accurate, schema-based, zero manual intervention | Highly error-prone, time-intensive, inconsistent | Limited to predefined layouts, fails on variations |
| Speed | Milliseconds to seconds per document | Hours to days depending on volume | Fast but rigid—requires document standardization |
| Scalability | Linear cost scaling, handles 10K+ documents | Non-linear—requires hiring for volume spikes | Breaks on layout variation or new document types |
| Transparency | Confidence scores + source citations for every field | No audit trail or confidence metrics | No visibility into extraction logic |
| Schema Evolution | Adapt schemas without retraining or code changes | Requires process redesign and retraining | Locked to template—cannot evolve |
Ready to extract with confidence?
Start with a schema, process your first documents in minutes, and see the accuracy difference immediately.