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About

Docling is an easy-to-use, self-contained, MIT-licensed open source toolkit for converting messy documents into structured data and simplifying downstream document and AI processing. It can parse many popular document formats into a unified and richly structured Docling Document, including PDF, DOCX, PPTX, XLSX, HTML, Markdown, AsciiDoc, CSV, images, audio, and scanned pages through an OCR engine of the user’s choice. Docling detects tables, formulas, reading order, chunks, bounding boxes, page headers and footers, pictures, captions, code, list items, paragraphs, cells, and document structure, making extracted content easier to process, search, and ingest into AI, RAG, and agentic systems. It can export parsed documents to JSON, text, Markdown, HTML, and Doctags, giving developers flexible outputs for pipelines and applications. Docling stores and traverses components according to reading order, partitions documents into bite-sized contiguous text chunks.

About

Fraser Stream Integration (FSI) is the transformation engine that maps then converts text or delimited files into the formats mentioned. Each type of text report must be mapped in order to capture its structural logic. The report need only be mapped once; the mapped settings can then be shared across the company. FSI can run on a server to meet the data conversion needs of an entire organization. In addition to text reports being converted into CSV format for Excel users, the entire output and transformation process can be automated to populate external databases. Multiple ERP reports can be outputted and converted by Fraser Stream on minute-by-minute basis, the data then can be appended to existing SQL, Access, or Oracle tables. FSI's Web publishing capability enables documents such as Purchase Orders and Sales Orders to be converted into html format and published directly onto the Web for business partners to view.

Platforms Supported

Windows Supported
Mac Supported
Linux Supported
Cloud Not Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Supported
Mac Not Supported
Linux Not Supported
Cloud Not Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

AI teams that want to convert complex documents into structured data for document processing, RAG, and agentic applications

Audience

Financial institutions in need of a Banking software

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Not Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version Supported
Free Trial Not Supported

Pricing

$399 one-time payment
Free Version Not Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Not Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

Docling
United States
www.docling.ai/

Company Information

Fraserstream
Founded: 2004
Canada
www.fraserstream.com

Alternatives

DeepSeek-OCR

DeepSeek-OCR

DeepSeek

Alternatives

ORMIT™ AP

ORMIT™ AP

RENAPS
Mistral OCR 3

Mistral OCR 3

Mistral AI
Sharperlight

Sharperlight

Philight Software
Mistral OCR 4

Mistral OCR 4

Mistral AI
Unsiloed

Unsiloed

Unsiloed.ai
PaddleOCR

PaddleOCR

PaddlePaddle

Categories

OCR Supported

Categories

Reporting Supported

Reporting Features

Customizable Dashboard Supported
Data Source Connectors Not Supported
Drag & Drop Not Supported
Drill Down Supported
Email Reports Not Supported
Financial Reports Not Supported
Forecasting Supported
Marketing Reports Not Supported
OLAP Not Supported
Report Export Supported
Sales Reports Not Supported
Scheduled / Automated Reports Not Supported

Integrations

Google Sheets Supported
HTML Supported
JSON Supported
Markdown Supported
Microsoft Excel Supported
Model Context Protocol (MCP) Supported
Python Supported

Integrations

Google Sheets Not Supported
HTML Not Supported
JSON Not Supported
Markdown Not Supported
Microsoft Excel Not Supported
Model Context Protocol (MCP) Not Supported
Python Not Supported
Claim Docling and update features and information
Claim Docling and update features and information
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Claim Fraser Stream Integration and update features and information