Intelligent Document Processing for Financial Data
ParserData is a platform that turns financial documents into clean, structured datasets that can be directly used by analytics systems, databases, and business workflows.
Customers upload or stream documents such as reports, statements, and invoices, and ParserData automatically extracts, normalizes, and validates the data into a consistent schema.
ParserData handles the full document processing pipeline:
-
Ingestion
Upload files via UI or stream documents through an API -
Document Understanding
Identify document structure, tables, and relevant fields -
Extraction
Capture structured data from invoices, receipts, statements, and reports -
Normalization & Validation
Normalize values, validate formats, and enforce consistent schemas -
Delivery
Deliver clean structured outputs via API or export
Supported output formats include JSON, Excel, CSV, and XML.
ParserData is built for teams that currently rely on:
- Manual data preparation
- Spreadsheet-based workflows
- Fragile custom scripts
- One-off document parsing logic
Instead, ParserData provides a reliable, scalable, and schema-driven way to convert financial documents into usable data that downstream systems can trust.
- Invoice and receipt processing
- Bank and financial statement extraction
- Financial reporting automation
- Feeding data into analytics or BI systems
- ETL pipelines for accounting and finance teams
- Workflow automation via APIs and integrations
ParserData is designed to integrate easily into modern systems:
- REST API for document ingestion and extraction
- Schema-based extraction for predictable outputs
- Automation-friendly for tools like Python, n8n, Make, and custom pipelines
- Suitable for batch and streaming workflows
Example repositories with cURL, Python, and automation workflows are pinned below.
ParserData is built for:
- Finance and accounting teams
- Data and analytics teams
- Engineering teams supporting financial workflows
- Companies processing large volumes of financial documents
If your workflows depend on clean, structured financial data, ParserData removes the manual work required to get there.
ParserData focuses on clarity, consistency, and correctness.
The goal is not just to extract text, but to deliver usable, validated data that fits directly into real-world financial systems and workflows.
