Data Extraction

Extract Anything,
With Perfect Traceability

Extract any data from any document using custom schemas and extraction rules. Every value is traceable back to its exact location with bounding box precision.

Schedule Demo

Extract Any Data,
Your Way

Define custom schemas and extraction rules for any document type. From simple invoices to complex financial statements - extract exactly what you need with perfect accuracy.

Build Extraction Schema from Document

1
Upload Document
Invoice
invoice_sample.pdf
2.3 MB • 3 pages
2
Generating Schema...
Analyzing document structure
Schema Generated
JSON Schema
{
"invoice_number": "string",
"amount": number,
"date": "date"
}
Ready to extract from similar documents

Define Any Schema

Create custom extraction schemas for any document type. Nested objects, arrays, conditionals - full JSON schema support.

Flexible Rules

Set extraction rules like "find the first table after Invoice Details" or "extract all amounts in the Total column".

Instant Deployment

Deploy new schemas without model retraining. Update extraction rules on the fly as your needs evolve.

Fact Grounding
with Bounding Boxes

Every extracted value is traceable back to its exact location on the page. Perfect auditability, easier corrections, and full transparency into what the system saw.

Perfect Traceability

Every extracted value includes bounding box coordinates showing exactly where it came from on the page. Essential for regulatory compliance and audit trails.

Easier Corrections

When a value needs correction, you can see exactly what the system read. Click the bounding box to review the original source and fix extraction issues instantly.

Spatial Intelligence

Preserves layout-based meaning - essential for tables, multi-column documents, and forms where position conveys as much information as text.

Financial Statement Q4 2023
Account
Budget
Actual
Variance
Revenue
$2,450
$2,687
+9.7%
Operating Costs
$1,200
$1,456
+21.4%
Payroll
$850
$823
-3.1%
Marketing
$300
$287
-4.3%
Utilities
$125
$134
+7.8%
Insurance
$180
$175
-2.6%
Equipment
$420
$398
-5.1%
Software
$210
$215
+2.7%
Account
Budget
Actual
Variance

Validate With
Hololang

Our DSL for financial validation. Express balance checks, format rules, and cross-field assertions in a language built for the job.

Validator Configuration
"Check that the statement date is within 90 days"
ASSERT @statement_date >= TODAY - 90 DAYS

Balance equation check

ASSERT @start + SUM(@credits[]) - SUM(@debits[]) == @end WITHIN 0.01

Statement date validation

ASSERT @statement_date >= TODAY - 90 DAYS

All validations passed
2/2 rules

AI-Assisted

Describe rules in plain English. Our AI converts them to Hololang automatically.

Instant Updates

Change validation logic on the fly as business rules evolve. No deployment needed.

Complex Logic

Express sophisticated validation rules that would require hundreds of lines of code.

Powered by
Agentic AI

Autonomous agents orchestrate every step, from classification to extraction to validation. They reason, adapt, and know when to ask for human guidance.

Live Workflow Execution
Invoice
Document Received
bank_statement_jan.pdf
Done
Classifier Agent
Identified: Bank Statement (98% confidence)
Done
Segmenter Agent
Split into 3 segments (pages 1-2, 3-4, 5)
Done
Extractor Agent
Processing 47 transactions...
Running

Autonomous Reasoning

Agents reason about documents and adapt to variations.

Parallel Processing

Multi-segment documents are processed in parallel. A 50-page statement with 5 segments? Five extractors work simultaneously.

Self-Healing

Validation failed? Agents automatically retry with adjusted strategies. Balance doesn't match? They'll find and fix the discrepancy.

Data Extraction

Ready to Extract
With Precision?

See how custom schemas, bounding box traceability, and natural language validators can transform your document processing.

Sandbox environment
Free API credits