PDF Table Extraction Services for Your Business
Document table extraction AI turns nested tables, multi-column financial sheets and embedded charts into clean Markdown or JSON, ready to feed a database or language model. Omeiro uses vision-based extractors that look at the page layout rather than just reading text.
How PDF table extraction works, step by step
A made-up example of one run, from start to finish. Each step is logged so you can see what happened.
- Your documents are loaded
Files are split, indexed and kept in your own storage.
- A question comes in
The system finds the parts of your documents that match.
- The model answers from them
Answers point back to the source so people can check.
- People review the edge cases
We agree what happens when no good answer is found.
Sample Made-up names, data and steps to show how a run is logged. Your steps, tools and rules follow your business.
What you get with PDF table extraction
Vision-based document extractors parsing nested tables, multi-column financial sheets, and embedded chart figures into clean markdown and JSON schemas for LLM ingestion.
Basic Package
Table extraction to Markdown/JSON for 1 document type. 4-day delivery, 1 round + 30-day fixes.
Standard Package
Nested; multi-column tables, chart data extraction, 3 doc types. 7-day delivery, 1 round + 30-day fixes.
Premium Package
Batch pipeline, RAG ingestion, accuracy checks, 30 days support. 12-day delivery, 1 round + 60-day fixes.
Clear brief first
We confirm what you need before work starts, so the scope is clear on both sides.
Revisions listed
Each package shows its revision rounds. A round is one list of changes sent together.
Yours once paid
Copyright of the final work passes to you once the order is paid in full.
Third-party tools, API usage and hosting are billed to your own accounts, so the setup stays with your business.
How our PDF table extraction works
Gather samples
You send typical documents, including the messy ones.
Build the parser
A vision model reads layout, headers and merged cells.
Check accuracy
Extracted values are compared against the originals.
Run in bulk
Premium turns it into a batch pipeline.
Document table extraction AI: handling the hard layouts
Tables break in predictable ways. Merged cells, tables split across pages, rotated headers and footnote markers inside numbers are what defeat simple parsers, so document table extraction AI is judged on those cases. Before ordering, send your worst documents, not your tidiest, and say how the output will be used: loading into a database, analysis in a spreadsheet or retrieval by a chatbot. The target structure decides how headers and units are represented.
Accuracy checks protect your downstream work. Numbers are dangerous to get slightly wrong, so document table extraction AI should be tested by comparing extracted totals with printed totals and sampling cells against the page image. Keep the page reference for each value, letting a reviewer jump back to the source. If tables feed a RAG system, preserve the header context in each chunk, otherwise a lone number loses its meaning when retrieved.
In short
- Delivery in 4 to 12 days, by package.
- Fixed price, shown before you order.
- Analysts retyping figures from PDF reports into spreadsheets.
- RAG builders whose tables turn to garbled text when chunked.
- Copyright yours after full payment.
PDF Table Extraction: common questions
How much does PDF table extraction cost?
Prices are fixed and shown by package on our PDF Table Extraction pricing page, so you see the full price before you order. You can also ask for a custom quote.
How long does PDF table parsing automation take?
Delivery depends on the package: Basic 4-day delivery; Standard 7-day delivery; Premium 12-day delivery.
What is included in the Basic Package?
The Basic Package includes: Table extraction to Markdown/JSON for 1 document type. Higher packages add more scope, revisions and support.
Can I get a custom chart data extraction package?
Yes. If none of the packages fits, use the custom package form on our pricing page to describe what you need, and our team sends you a fixed price.
Can it read charts?
Standard adds chart data extraction.
What output formats are available?
Markdown and JSON.
How accurate is it?
It depends on document quality, and Premium adds accuracy checks.
Can it process large batches?
Premium includes a batch pipeline.
How do I extract tables from a scanned PDF?
Scanned pages need a vision or OCR step to read the layout before the table can be rebuilt. Quality depends on scan resolution, so send a sample and we will tell you how well it reads.
Who owns the final work?
Copyright of the final work passes to you once the order is paid in full. Paid fonts, stock files or licences, if used, are licensed in your name.
Ready to start your PDF table extraction?
Compare the packages and pick the one that fits. Not sure which? Write to us and we will help you choose.